The Tech Radar - Issue #09 (October 2025)

A snapshot of how top companies, governments, researchers and startups are enhancing their work with Google's AI solutions.

Google is bringing AI image editing with Nano Banana to Search, NotebookLM and Photos.

Here’s your guide for editing images in Search using Lens with Nano Banana.

Today, we’re introducing new and enhanced creative capabilities to edit your clips.

An overview of ten years of milestones and breakthroughs in Google’s work on genomics.

An overview of DeepSomatic, a new AI tool that helps identify complex genetic variants in cancer cells.

AI Studio has released new updates that give developers even more control.

The conversation around generative AI in the enterprise is getting creative. Since launching our popular Nano Banana model, consumers have created 13 billion images and 230 million videos 1 . Enterprises can combine Gemini 2.5 Pro with our generative media models – Lyria , Chirp , Imagen , and Veo – to bring their ideas to life. To us, generative media is a canvas to explore ideas that were previously constrained by time, budget, or the limits of conventional production.

Introducing vibe coding in Google AI Studio...

Building and scaling generative AI models demands enormous resources, but this process can get tedious. Developers wrestle with managing job queues, provisioning clusters, and resolving dependencies just to ensure consistent results. This infrastructure overhead, along with the difficulty of discovering the optimal training recipe and navigating the endless maze of hyperparameter and model architecture choices, slows the path to production-grade model training.

Learn more about Google’s work with the USO and how it plans to launch a program that will enable service members to stay in touch with loved ones.

Learn more about the startups chosen for Google for Startups Accelerator: AI for Cybersecurity.

Welcome to The Blueprint, a new feature where we highlight how Google Cloud customers are tackling unique and common challenges across industries using the latest AI and cloud technologies. We hope to inspire others looking to innovate in their work. The challenge: Giles AI is a London-based startup that helps healthcare and life sciences organizations quickly extract insights from fragmented data, whether that data is available in an online repository (e.g. PubMed, NICE, the FDA etc.

We’re rolling out changes to NotebookLM to make it fundamentally smarter and more powerful.

We’re introducing a new logs and datasets feature in Google AI Studio.

Quantum computing presents a new frontier for technology, and a new set of security challenges, too. A sufficiently powerful quantum computer could break the public-key cryptography systems we rely on today, posing a significant risk to individuals and organizations. Although that threat might be years away, building appropriate defenses can equally take years to build.

Written by: Peter Ukhanov, Genevieve Stark, Zander Work, Ashley Pearson, Josh Murchie, Austin Larsen Update (Oct. 11): On Oct. 11, Oracle released another patch , addressing CVE-2025-61884. Introduction Beginning Sept. 29, 2025, Google Threat Intelligence Group (GTIG) and Mandiant began tracking a new, large-scale extortion campaign by a threat actor claiming affiliation with the CL0P extortion brand.

Protecting your organization from cyber threats is essential for ensuring smooth operations and meeting compliance requirements. Specialized defense has become more urgent as sensitive data and critical applications have migrated to the cloud. Security is no longer about perimeter firewalls; it’s about securing dynamic cloud networks. Recognizing the increasing demand for skilled cloud security professionals, Google Cloud is launching a new Network Security Learning Path that culminates in the..

Welcome to the first Cloud CISO Perspectives for October 2025. Today, Kristina Behr, VP, Workspace Product Management, and Jorge Blanco, director, Office of the CISO, explain how a new AI-driven capability in Google Drive can help security and business leaders protect their data and minimize the impact of ransomware attacks. As with all Cloud CISO Perspectives, the contents of this newsletter are posted to the Google Cloud blog .

The evolving security landscape demands more than just speed. It requires an intelligent, automated defense. Google Security Operations is an AI-powered platform built to deliver a modern agentic security operations center (SOC), where generative AI is woven into the fabric of your operations. We go beyond traditional SIEM and SOAR by using AI as a force multiplier for your team.

Written by: Blas Kojusner, Robert Wallace, Joseph Dobson Google Threat Intelligence Group (GTIG) has observed the North Korea (DPRK) threat actor UNC5342 using ‘EtherHiding’ to deliver malware and facilitate cryptocurrency theft, the first time GTIG has observed a nation-state actor adopting this method. This post is part of a two-part blog series on adversaries using EtherHiding , a technique that leverages transactions on public blockchains to store and retrieve malicious payloads—notable for.

Written by: Mark Magee, Jose Hernandez, Bavi Sadayappan, Jessa Valdez Since late 2023, Mandiant Threat Defense and Google Threat Intelligence Group (GTIG) have tracked UNC5142, a financially motivated threat actor that abuses the blockchain to facilitate the distribution of information stealers (infostealers). UNC5142 is characterized by its use of compromised WordPress websites and "EtherHiding " , a technique used to obscure malicious code or data by placing it on a public blockchain, such as.

Written by: Alden Wahlstrom, David Mainor Introduction Google Threat Intelligence Group (GTIG) observed multiple instances of pro-Russia information operations (IO) actors promoting narratives related to the reported incursion of Russian drones into Polish airspace that occurred on Sept. 9-10, 2025. The identified IO activity, which mobilized in response to this event and the ensuing political and security developments, appeared consistent with previously observed instances of pro-Russia IO...

In today's complex threat landscape, effectively managing network security is crucial — especially across diverse environments. Organizations are looking to advanced capabilities to strengthen security, enhance threat protection, and simplify network security operations for hybrid and multicloud deployments. We’re excited to announce new capabilities in Cloud Armor, featuring more comprehensive security policies and granular network configuration controls and improvements, so you can more...

As AI continues to rapidly develop, it’s crucial that IT teams address the business and organizational risks posed by two common threats: prompt injection and jailbreaking. Earlier this year we introduced Model Armor , a model-agnostic advanced screening solution that can help safeguard gen AI prompts and responses, and agent interactions. Model Armor offers a comprehensive suite of integration options, including direct API integration for developers, and inline integrations with Apigee, Vertex.

Google Threat Intelligence Group (GTIG) is tracking a cluster of financially motivated threat actors operating from Vietnam that leverages fake job postings on legitimate platforms to target individuals in the digital advertising and marketing sectors. The actor effectively uses social engineering to deliver malware and phishing kits, ultimately aiming to compromise high-value corporate accounts, in order to hijack digital advertising accounts. GTIG tracks parts of this activity as UNC6229.

Every development team wants to build robust, secure, and scalable cloud applications, and that often means navigating complexity — especially when it comes to configuration management. Relying on hard-coded configurations and keys is a common practice that can expose sensitive security details. To move faster and stay secure, developers should use a centralized, secure service dedicated to managing application configurations.

Written by: Bhavesh Dhake, Will Silverstone, Matthew Hitchcock, Aaron Fletcher The Criticality of Privileged Access in Today's Threat Landscape Privileged access stands as the most critical pathway for adversaries seeking to compromise sensitive systems and data. Its protection is not only a best practice, it is a fundamental imperative for organizational resilience.

The emergence of the agentic web — an internet where autonomous AI agents can independently execute complex, multi-step tasks and transactions that previously required human interaction — promises a fundamental shift for how customers and businesses interact. While agents can help deliver a frictionless customer experience, they can also enable new abuse and fraud vectors.

Google has been working on making computing quantum safe for almost a decade. We’ve been rolling out post-quantum cryptography in our infrastructure for internal and customer services, and now we’re at the level where you can get hands-on — and we’re here to help. We’ve developed a threat model , invested in cryptographic libraries, BoringSSL, key rotation, and encrypted our internal traffic — as part of mitigating Store Now, Decrypt Later (SNDL) attacks (sometimes referred to as Harvest Now,...

A new Gemini-powered feature for Gmail helps you quickly and easily find time on your calendar.

Adding features to an app can be hard. One minute you're writing code, the next you're switching to the PostgreSQL database client to run a query, and then it's over to the console to check on your instances. For example, let’s say you wanted to add search capabilities. This can mean adding the right extensions to your PostgreSQL database and learning how to use it. How do you know which extension to use and how to use it in your queries?

Many data science teams rely on Apache Spark running on Dataproc managed clusters for powerful, large-scale data preparation. As these teams look to connect their data pipelines directly to machine learning models, there's a clear opportunity to simplify the integration. But running inference on a Spark DataFrame using a model from Vertex AI typically requires custom development, making it complex to build a single, end-to-end workflow.

As the saying goes, "a penny saved is a penny earned," and this couldn't be more true when it comes to cloud infrastructure. In today's competitive business landscape, you need to maintain the performance to meet your business needs. Luckily, Google Cloud’s Compute Engine and block storage services offer numerous opportunities to reduce costs without sacrificing performance, especially in the context of your migration and modernization initiatives.

We designed BigQuery Studio to give data analysts, data engineers, and data scientists a comprehensive analytics experience within a single, purpose-built platform, helping them transform data into powerful insights. Today, we're thrilled to unveil a significant update to the BigQuery Studio, with a simplified and organized console interface to streamline your workflows, enhance your productivity, and give you greater control.

For today’s business-critical database workloads, the bar that their infrastructure must meet has never been higher. Organizations expect systems that are performant, cost-efficient, scalable and secure. But meeting those expectations is no small feat. Surging data volumes, increasingly complex workloads, and new demands from advanced analytics and vector search for generative AI are intensifying the pressure on database performance.

Deploying LLM workloads can be complex and costly, often involving a lengthy, multi-step process. To solve this, Google Kubernetes Engine (GKE) offers Inference Quickstart . With Inference Quickstart, you can replace months of manual trial-and-error with out-of-the-box manifests and data-driven insights. Inference Quickstart integrates with the Gemini CLI through native Model Context Protocol (MCP) support to offer tailored recommendations for your LLM workload cost and performance needs.

Many of today’s multimodal workloads require a powerful mix of GPU-based accelerators, large GPU memory, and professional graphics to achieve the performance and throughput that they need. Today, we announced the general availability of the G4 VM , powered by NVIDIA’s RTX PRO 6000 Blackwell Server Edition GPUs. The addition of the G4 expands our comprehensive NVIDIA GPU portfolio, complementing the specialized scale of the A-series VMs, and the cost-efficiency of G2 VMs.

Inserting security into your network design may involve the use of a network virtual appliance (NVA). The flexibility of the Cross-Cloud Network to support these configurations means enterprises can extend existing security aspects from hybrid connections into the cloud for a consistent experience. In this blog we will look at a reference architecture for hub and spoke communication using NVA within a single region.

For modern enterprises, network connectivity is the lifeblood of the AI era. But today's technology landscape has challenges that are pushing traditional networking models to their limits: Aggressive cloud migrations and investments in colocation spaces: Organizations are grappling with complex, high-capital expenditure requirements to interconnect global environments from multiple vendors.

Today, we’re pleased to introduce a new Bigtable storage tier for efficient management of massive datasets, now available in preview. This fully managed, cost-effective system automatically moves less frequently accessed data from high-performance SSDs to infrequent access storage, lowering your total cost of ownership. With tiered storage in Bigtable , you can access and modify data across both hot and cold tiers via a single interface.

Many enterprises have built their foundational business operations on robust transactional systems powered by Oracle Database. And with Oracle on Google Cloud , they can deploy and manage Oracle Database instances directly within Google Cloud's highly scalable and secure infrastructure, benefiting from low-latency network connectivity and integrated services. But in today's digitized world, data utilization is crucial for competitive advantage.

Today's AI models are moving from billions to trillions of parameters, and are capable of complex, multi-modal reasoning. This leap in sophistication demands a new class of purpose-built infrastructure and software to handle the immense computational and memory requirements of these next-generation models. At Google Cloud, we’re committed to empowering developers and organizations to build and deploy what's next in AI.

As AI/ML models grow, their infrastructure demands are pushing traditional networking to its limit, creating critical performance bottlenecks. This is especially true for models running on Kubernetes and Google Kubernetes Engine (GKE). At Google, we've been working in the open-source community to make Kubernetes aware of specialized hardware capabilities.

October 24 - October 31 Dive into the newest Google Cloud Tech Bytes videos for Cloud SQL and Spanner ! Get the practical details you need to set up and optimize our fully managed databases so you can simplify operations and accelerate development. October 20 - October 24 Database Migration Service now offers Object Level Observability, providing enhanced visibility and control over data migration.

Editor’s note: When payments are your product, downtime isn’t an option. To meet the critical demands of global availability, Global Payments partnered with the Google Cloud product team to architect a resilient, multi-region solution leveraging Cloud SQL Enterprise Plus. This collaboration ensures enhanced uptime and streamlined disaster recovery. This strategic adoption of Google Cloud's advanced database capabilities empowers Global Payments to deliver always-on performance.

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From the classroom to the boardroom, the world of work is shifting at an incredible pace. As advancements in AI and cloud computing gather speed, it's not just about adapting — it's about discovering powerful new ways to thrive, regardless of your role. To help everyone keep up, we're announcing three major updates to our learning programs, timed with the launch today of Gemini Enterprise .

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Last week, Anthropic’s Claude Sonnet 4.5—the world’s best coding model according to SWE-Bench – became available in Amazon Q command line interface (CLI) and Kiro . I’m excited about this for two reasons: First, a few weeks ago I spent 4 intensive days with a global customer delivering an AI-assisted development workshop, where I experienced firsthand how Amazon Q CLI boosts developer productivity.

Today, we’re announcing Amazon Quick Suite , a new agentic teammate that quickly answers your questions at work and turns those insights into actions for you. Instead of switching between multiple applications to gather data, find important signals and trends, and complete manual tasks, Quick Suite brings AI-powered research, business intelligence, and automation capabilities into a single workspace.

This guest post was written by Mulay Ahmed and Caroline Lima-Lane of Principal Financial Group. The content and opinions in this post are those of the third-party authors and AWS is not responsible for the content or accuracy of this post. With US contact centers that handle millions of customer calls annually, Principal Financial Group ® wanted to modernize their customer call experience.

Deploying machine learning (ML) models into production can often be a complex and resource-intensive task, especially for customers without deep ML and DevOps expertise. Amazon SageMaker Canvas simplifies model building by offering a no-code interface, so you can create highly accurate ML models using your existing data sources and without writing a single line of code. But building a model is only half the journey; deploying it efficiently and cost-effectively is just as crucial.

This post was written with Audra Devoto, Owen Janson, and Christopher Brown of Metagenomi, and Adam Perry of Tennex. A promising strategy to augment the extensive natural diversity of high value enzymes is to use generative AI, specifically protein language models (pLMs), trained on known enzymes to create orders of magnitude more predicted examples of given enzyme classes.

Many enterprises are burdened with mission-critical systems built on outdated technologies that have become increasingly difficult to maintain and extend. This post demonstrates how you can use the Amazon Bedrock Converse API with Amazon Nova Premier within an agentic workflow to systematically migrate legacy C code to modern Java/Spring framework applications.

As organizations embrace generative AI powered by Amazon Bedrock , they face the challenge of managing costs associated with the token-based pricing model. Amazon Bedrock offers a pay-as-you-go pricing structure that can potentially lead to unexpected and excessive bills if usage is not carefully monitored. Traditional methods of cost monitoring, such as budget alerts and cost anomaly detection, can help spot unexpectedly high usage but are reactive in nature.

Over the past two years, companies have seen an increasing need to develop a project prioritization methodology for generative AI. There is no shortage of generative AI use cases to consider. Rather, companies want to evaluate the business value against the cost, level of effort, and other concerns, for a large number of potential generative AI projects.

Graph databases have revolutionized how organizations manage complex, interconnected data. However, specialized query languages such as Gremlin often create a barrier for teams looking to extract insights efficiently. Unlike traditional relational databases with well-defined schemas, graph databases lack a centralized schema, requiring deep technical expertise for effective querying.

The era of perpetual AI pilots is over. This year, 65% of AWS Generative AI Innovation Center customer projects moved from concept to production—some launching in just 45 days, as AWS VP Swami Sivasubramanian shared on LinkedIn . These results come from insights gained across more than one thousand customer implementations. The Generative AI Innovation Center pairs organizations across industries with AWS scientists, strategists, and engineers to implement practical AI solutions that drive...

Generative AI has emerged as a transformative technology in healthcare, driving digital transformation in essential areas such as patient engagement and care management. It has shown potential to revolutionize how clinicians provide improved care through automated systems with diagnostic support tools that provide timely, personalized suggestions, ultimately leading to better health outcomes.

Today, we’re introducing Amazon Nova Multimodal Embeddings , a state-of-the-art multimodal embedding model for agentic retrieval-augmented generation (RAG) and semantic search applications, available in Amazon Bedrock . It is the first unified embedding model that supports text, documents, images, video, and audio through a single model to enable crossmodal retrieval with leading accuracy.

This post was written with NVIDIA and the authors would like to thank Adi Margolin, Eliuth Triana, and Maryam Motamedi for their collaboration. Organizations today face the challenge of processing large volumes of audio data–from customer calls and meeting recordings to podcasts and voice messages–to unlock valuable insights. Automatic Speech Recognition (ASR) is a critical first step in this process, converting speech to text so that further analysis can be performed.

Imagine building AI applications that deliver accurate, current information without the complexity of developing intricate data retrieval systems. Today, we’re excited to announce the general availability of Web Grounding, a new built-in tool for Nova models on Amazon Bedrock . Web Grounding provides developers with a turnkey Retrieval Augmented Generation (RAG) option that allows the Amazon Nova foundation models to intelligently decide when to retrieve and incorporate relevant up-to-date...

AI agents need to browse the web on your behalf. When your agent visits a website to gather information, complete a form, or verify data, it encounters the same defenses designed to stop unwanted bots: CAPTCHAs, rate limits, and outright blocks. Today, we are excited to share that AWS has a solution. Amazon Bedrock AgentCore Browser , our secure, cloud-based browser for AI agents to interact with websites, now supports Web Bot Auth (in preview), a draft IETF protocol that gives agents...

When building applications on AWS, you often need to manage various types of configuration data, including sensitive values such as API tokens or database credentials. From environment variables and API keys to passwords and endpoints, this configuration data helps determine application behavior. AWS offers managed services that you can use for different aspects of managing secrets and configuration data, in addition to feature flags to adjust application behavior without requiring full code...

AWS Secrets Manager is a service that you can use to manage, retrieve, and rotate database credentials, application credentials, API keys, and other secrets throughout their lifecycles. You can also use Secrets Manager to replace hard-coded credentials in application source code with runtime calls to retrieve credentials dynamically when needed. Managing secrets in Amazon Elastic Kubernetes Service (Amazon EKS) environments creates three main challenges: dependency on language-specific AWS...

AWS re:Invent 2025 , the premier cloud computing conference hosted by Amazon Web Services (AWS) , returns to Las Vegas, Nevada, from December 1–5, 2025. This flagship event brings together the global cloud community for an immersive week of learning, collaboration, and innovation across multiple venues. Whether you’re a cloud expert, business leader, or technology enthusiast, re:Invent offers unparalleled opportunities to explore cutting-edge cloud solutions, engage with AWS experts, and build..

Recently, AWS released Amazon Bedrock API keys to make calls to the Amazon Bedrock API. In this post, we provide practical security guidance on effectively implementing, monitoring, and managing this new option for accessing Amazon Bedrock to help you build a comprehensive strategy for securing these keys. We also provide guidance on the larger family of service-specific credentials , so that you can also reinforce your AWS CodeCommit and Amazon Keyspaces (for Apache Cassandra) implementation...

Amazon Bedrock Guardrails provides configurable safeguards to help you safely build generative AI applications at scale. It offers integrated safety and privacy protections that work across multiple foundation models (FMs), including models available in Amazon Bedrock and models hosted outside Amazon Bedrock from other providers. Bedrock Guardrails currently offers six key safeguards to help prevent unwanted content and align AI interactions with your organization’s responsible AI policies,...

October 22, 2025: This post was updated to reflect additional IAM permissions necessary for Amazon Bedrock serverless models offered through AWS Marketplace. Amazon Bedrock has simplified how you access foundation models, streamlining the integration of AI capabilities into your applications. Here’s what’s changed and how to maintain control over model access in your organization.

By using Amazon Bedrock AgentCore , developers can build agentic workloads using a comprehensive set of enterprise-grade services that help quickly and securely deploy and operate AI agents at scale using any framework and model, hosted on Amazon Bedrock or elsewhere. AgentCore services are modular and composable, allowing them to be used together or independently.

In this post, we show how to configure customer trust stores to work with public certificates issued through AWS Certificate Manager (ACM) . Organizations can encounter challenges when configuring trust stores for ACM certificates and incorrect trust store configuration can lead to SSL/TLS errors and application downtime. While most modern web browsers and operating systems trust ACM certificates by default, understanding how this trust is established and verifying proper configuration is...

October 8, 2025: This blog post has been updated to include the Amazon Cognito managed login experience. The managed login experience has an updated look, additional features, and enhanced customization options. September 8, 2023: It’s important to know that if you activate user sign-up in your user pool, anyone on the internet can sign up for an account and sign in to your apps. Don’t enable self-registration in your user pool unless you want to open your app to allow users to sign up.

Amazon Web Services (AWS) has released a new whitepaper: Security Overview of Amazon EKS Auto Mode , providing customers with an in-depth look at the architecture, built-in security features, and capabilities of Amazon Elastic Kubernetes Service (Amazon EKS) Auto Mode . The whitepaper covers the core security principles of Amazon EKS Auto Mode, highlighting its unique approach to managing Kubernetes clusters.

Building on top of open source packages can help accelerate development. By using common libraries and modules from npm, PyPI, Maven Central, NuGet, and others, teams can focus on writing code that is unique to their situation. These open source package registries host millions of packages that are integrated into thousands of programs daily. Unfortunately, these key services are prime targets for threat actors looking to distribute their code at scale.

Amazon WorkSpaces was released in March 2014 and the primary north star of the service has remained a constant; secure, remote access for end users from anywhere on any device. As our customers business needs evolved, new services and features were introduced in the End User Computing family of services. This brought new ways of presenting applications, data and new methods to ensure the right level of access to resources whilst treating the end user and device as untrusted.

In today’s digital landscape, how well your APIs work is important for a good user experience. Monitoring your APIs isn’t just smart—it’s needed to keep your apps running well. AWS AppSync , a managed GraphQL service, is a popular choice for developers building scalable, real-time applications. With the introduction of Enhanced Monitoring , AppSync now provides deeper insights and more detailed metrics.

Today’s customers like to interact with organizations through their preferred communication channels, such as voice calls, web chat, mobile apps, SMS or iMessage, and various social media platforms like Facebook and X. The channel of choice often depends on the customer’s current circumstances. For example, someone can initiate a voice call from the office and then may want to continue the conversation on a chat channel while commuting home on the bus.

Insurance companies face increasing challenges with fraudulent claims, costing the industry billions annually. The Forbes Insurance Fraud Statistics 2025 estimates annual losses of $308.6 billion to insurance fraud in the U.S. Traditional fraud detection in insurance relies heavily on analyzing claims after they’re submitted. This approach leads to claims processing delays, increased operational costs, poor customer experience, and lost income from open reserves.

Mark your calendars for AWS re:Invent 2025 ! This December 1-5, as AWS brings together visionary leaders, technical innovators, and industry pioneers in Las Vegas, the Amazon Connect team is gearing up for an immersive exploration into the future of intelligent customer experiences. After a transformative year for AI, re:Invent 2025 is your opportunity to discover how organizations are reimagining customer experience and contact center operations.

Global enterprises often design their customer service architecture using multiple Amazon Connect instances across regions – for example, using US region instances for US customers and EU region instances for EU customers. These organizations frequently need to route emails from a single domain to different regional Amazon Connect instances. This blog post demonstrates how Amazon SES Mail Manager provides an effective solution for routing emails to multiple Amazon Connect instances based on...

Organizations across industries struggle with labor-intensive verification and data collection processes that require manual follow-ups, phone calls, and email exchanges. These workflows consume time and resources, often taking days to complete verification tasks while generating high operational costs. Manual processes involve multiple touchpoints, repeated attempts to reach contacts, and documentation requirements that create operational bottlenecks and limit business agility.

Purpose Are you deploying communication solutions with Amazon Chime SDK but finding it challenging to track and optimize your spending? This blog is essential for developers, product managers, and finance teams who need clear visibility into their Amazon Chime SDK costs. Whether you’re building video conferencing applications, audio solutions, or messaging features, understanding how these services impact your AWS bill is critical for making informed decisions and controlling cloud expenses.

Introduction Contact centers, particularly at Business Process Outsourcing (BPO) companies, operate multiple lines of business (LOB) with diverse regulatory or contractual requirements for contact recording retention. Failure to comply with industry regulations or contractual obligations can result in fines, legal disputes, and reputational damage. Conversely, retaining contact recordings beyond the required period can lead to unnecessary storage costs and potential data privacy concerns.

Email’s universal adoption and accessibility make Amazon Simple Email Service (Amazon SES) an ideal platform for delivering critical business communications, such as customer notifications or password resets. However, the ubiquity of email also invites bad actors who seek to actively exploit email’s ubiquity to launch sophisticated attacks. Business email transmissions traverse a complex network with potential vulnerabilities, making email systems prime targets for these malicious actors.

In this post, we show how to implement message feedback for SMS one-time passwords (OTPs) using AWS End User Messaging . OTP verification through SMS is a fundamental component of modern authentication systems. Although sending OTPs follows an established pattern, tracking their delivery and usage presents several challenges. This post shows how to implement the AWS End User Messaging Message Feedback API to monitor OTP delivery and conversion rates effectively.

Timely and accessible alert notifications are crucial for maintaining operational excellence, but traditional alerting mechanisms often fall short. Email notifications can get buried in crowded inboxes, SMS messages might incur high costs for international teams, and pager systems lack the rich context modern teams need for rapid incident response. WhatsApp, with over 2 billion users worldwide, offers several advantages: Universal accessibility – Available on virtually every smartphone Rich...

Amazon Connect Email provides built-in capabilities that make it straightforward to prioritize, assign, and automate the resolution of customer service emails, improving customer satisfaction and agent productivity. With Amazon Connect Email, you can receive and respond to emails sent by customers to business addresses or submitted through web forms on your website or mobile app.

In this blog post I show how AWS Fault Injection Service (FIS) can be used to test how your deployed services respond to the loss of access to a Microsoft Active Directory domain controller from the AWS Managed Microsoft AD service. To understand the behaviour of infrastructure deployed in AWS and prove that your configuration is working as expected during failures, organisations need to have robust tools and processes for simulating different conditions and situations.

Reimagine AIOps with Amazon CloudWatch Investigations and Amazon Nova Sonic in Amazon Bedrock to transform how cloud operations teams handle incidents. Traditional monitoring approaches require engineers to navigate multiple complex dashboards, analyze extensive logs, and manually execute remediation steps—a process that becomes particularly challenging during after-hours incidents or when away from workstations.

As organizations continue to scale their cloud presence, effective operations become increasingly critical for success. AWS re:Invent 2025’s Cloud Operations track brings together industry experts, AWS leaders, and customers to share insights on modernizing monitoring & observability through This blog post will guide you through the key themes of operations and observability and highlight sessions that will help you transform your cloud operations strategy.

AWS Nitro Enclaves provide isolated environments that keep critical operations such as decryption and cryptographic key management secure from both from root user and external threats. Many customers have applications that require end-to-end authentication using Transport Layer Security (TLS) and requiring control over TLS termination. TLS termination refers to the process where encrypted TLS traffic is decrypted using the server’s private key, converting the secure encrypted communication back.

Enterprise organizations worldwide are experiencing unprecedented demand for cloud migration solutions that maintain mission-critical Oracle Database performance while unlocking the innovation potential of AWS services. The enterprise database landscape is undergoing a fundamental transformation as organizations seek to harness the best capabilities from both Oracle’s proven database technologies and AWS Cloud services.

Companies face mounting pressure to extract timely insights from their rapidly growing transactional data without compromising system performance or operational simplicity. Traditionally, connecting MySQL databases with machine learning (ML) tools and analytics engines required complex data pipeline development and maintenance, leading to increased latency and operational overhead.

When building an AI infrastructure stack for pre-training, fine-tuning, or inference workloads, both Slurm and Kubernetes can be used as compute orchestration platforms to meet the needs of different teams and address different stages of the AI development lifecycle. However, traditionally this would result in managing disparate clusters of accelerated compute capacity, potentially duplicating operational overhead and risking resource underuse.

Database migrations from Oracle to PostgreSQL are becoming increasingly common as organizations seek to optimize database costs while leveraging the benefits of open-source database solutions. However, these migrations present specific challenges, particularly when dealing with an Oracle-specific feature such as reference partitioning , which doesn’t have a direct equivalent in PostgreSQL.

AWS offers several services to gather and analyze database performance metrics for Amazon Relational Database Service (Amazon RDS). This includes Amazon CloudWatch and CloudWatch Database Insights . Additionally, you can create custom dashboards for monitoring Amazon RDS for PostgreSQL and Amazon Aurora PostgreSQL-Compatible Edition with different tools (to learn more, see Create an Amazon CloudWatch dashboard to monitor Amazon RDS for PostgreSQL and Amazon Aurora PostgreSQL and Monitor Amazon..

As organizations migrate their Oracle databases to AWS, ensuring data security during transit is critical. You can encrypt connections for source and target endpoints by using Secure Sockets Layer (SSL). SSL encryption is often preferred for Oracle RAC to AWS DMS migrations because it provides end-to-end encryption at the application layer and offers simpler certificate management compared to other solutions.

The SDKs and Daemon for AWS X-Ray will enter maintenance mode on February 25, 2026 and reach end-of-support on February 25, 2027. Guidance for migrating to OpenTelemetry-based instrumentation solutions allows you to continue producing traces for your applications within AWS. Existing applications that use X-Ray SDKs and Daemon for AWS X-Ray will continue to function as intended.

Modern serverless applications increasingly rely on event-driven architectures, where AWS Lambda functions process events from various sources like Amazon Kinesis , Amazon DynamoDB Streams , Amazon Simple Queue Service (Amazon SQS) , Amazon Managed Streaming for Apache Kafka (Amazon MSK), and self-managed Apache Kafka. Although event source mappings (ESM) offer a powerful mechanism for integrating AWS Lambda with stream and queue-based sources, configuring them to align with high-level...

In this blog, we’ll demonstrate how to architect and implement a high-availability Windows Server Failover Cluster (WSFC) with SQL Server using Amazon Elastic Compute Cloud (Amazon EC2) and Amazon Elastic Block Storage (Amazon EBS) across three Availability Zones (AZs). This approach transcends the traditional two-AZ limitations of Amazon FSx and one-AZ limitation of EBS multi-attach.

Introduction Efficient logging is crucial to building effective investigative and response workflows. Logs, metrics and traces offer critical value when investigating application issues, security events and debugging failures. Structured wide-event logs can provide a means to investigate application behaviour without requiring access to data stores. This level of verbosity in application logs increases the likelihood of security vulnerabilities like sensitive information exposure, thereby...

We’re excited to announce support for Kubernetes labels in split cost allocation data for Amazon Elastic Kubernetes Service (EKS). With this launch, you can now import Kubernetes labels as user-defined cost allocation tags into split cost allocation data , allowing you to attribute the cost of your applications running on an Amazon EKS cluster using these labels in AWS Cost and Usage Reports (CUR).

The global real-time payments market is experiencing significant growth. According to Fortune Business Insights , the market was valued at USD 24.91 billion in 2024 and is projected to grow to USD 284.49 billion by 2032, with a CAGR of 35.4%. Similarly, Grand View Research reports that the global mobile payment market, valued at USD 88.50 billion in 2024, is expected to grow at a CAGR of 38.0% from 2025 to 2030.

Having guided countless individuals, engineers, and Amazon Web Services (AWS) Partners through their machine learning (ML) journey on AWS, we understand the complexity of navigating the extensive landscape of Amazon SageMaker AI . When we first started working with new learners, we noticed they often struggled to piece together which SageMaker AI features would best serve their specific needs.

In the fast-paced world of gaming technology, there’s a common misconception that you need a technical background to succeed. Allyson Gormley, Director of Global Operations for Riot Games’ Remote Broadcast Centers (RBCs), proves otherwise. Her journey from executive assistant to global director demonstrates that determination, adaptability, and a growth mindset can overcome any perceived limitations.

Given a three-dimensional model of a drug’s potential target (the binding site), what is the orientation of the drug candidate molecule that best “fits” (docks onto) this binding site? Structure-based drug design involves the use of computational tools to answer this very question! Chugai Pharmaceutical Co., Ltd., a leading Japanese pharmaceutical company, specializes in the research, development, manufacturing, and marketing of prescription medications targeting oncology, immunology/allergy,...

Today, AWS announced significant updates to our certification portfolio, reinforcing our commitment to helping professionals validate their expertise in artificial intelligence and security. Coming Soon: AWS Certified Generative AI Developer – Professional We’re excited to announce our newest certification: AWS Certified Generative AI Developer – Professional .

BMW Connected Company, a division within the BMW Group , develops and operates premium digital services for BMW’s connected vehicle fleet of more than 23 million vehicles worldwide. In 2019, BMW made the strategic decision to migrate the entire Connected Vehicle backend, comprising over 1,300 microservices, from on-premises to the Amazon Web Services, Inc. (AWS) cloud.

At Amazon Web Services (AWS) we’re excited to announce the expansion of AWS HealthLake to the Canada (Central) Region, marking a significant milestone in our commitment to supporting healthcare organizations across Canada. This expansion enables the storage and transformation of health data using Fast Healthcare Interoperable Resources (FHIR) standards, while maintaining data residency within Canada, for: Canadian healthcare providers Provincial health authorities Health technology companies...

This post was co-written with Frederic Haase and Julian Blau with BASF Digital Farming GmbH. At xarvio – BASF Digital Farming , our mission is to empower farmers around the world with cutting-edge digital agronomic decision-making tools. Central to this mission is our crop optimization platform, xarvio FIELD MANAGER, which delivers actionable insights through a range of geospatial assets, including satellite imagery, drone data, and application maps from sprayers.

Telecom and communication service providers (CSPs) across the globe face challenges in meeting customer expectations for product availability and fast delivery. These difficulties primarily arise from two issues: inconsistent inventory, and the pressure to reliably deliver products with the same day delivery option. As consumers increasingly expect immediate access to products, any delay or unavailability leads to frustration, prompting them to switch to competitors.

The BMW Group , headquartered in Munich, Germany, employs 159,000 people across more than 30 production and assembly facilities in 15 countries. As an automotive innovation leader, BMW Group has been at the forefront of integrating Generative AI (GenAI) technology. Its GenAI applications already streamline daily processes and boost the productivity of thousands of employees. The BMW Group manages a vast cloud environment, growing from 4,500 AWS accounts in 2023 to over 10,000 in 2025.

Introduction This post is a step-by-step guide for connecting a Programmable Logic Controller (PLC) to the Amazon Web Services (AWS) cloud. With Inductive Automation Ignition installed in a cloud based architecture , the hardware system described here can be used for remotely monitoring and controlling industrial assets, or it can be used to learn about cloud-enabled Operational Technology (OT). It is suited to Control System Engineers, OT specialists, and curious technical professionals.

Vehicle connectivity is an important set of core technologies employed by many automakers. With connected vehicles, automakers can continue to add value to a vehicle after purchase, which can enhance customer satisfaction and brand appeal. It also allows consumers to consider feature availability separately from the latest model year when making purchasing decisions. However, there is a tremendous amount of effort required to provide a seamless connected vehicle experience to the end customer.

This article was originally published in the Autumn 2025 edition of FinTech BoostUP Magazine . Agentic AI is an inflection point for Capital Markets firms AI-powered innovation and automation within capital markets has evolved rapidly. What began with assistants has progressed to agents, and now to fully autonomous, multi-agent systems. These systems mimic human logic and reasoning to execute complex, multi-step workflows. Or has it?

Phytoform Labs is a biotechnology company pioneering AI-driven genetic engineering to address one of agriculture’s most pressing challenges: developing crops that can withstand increasingly unpredictable weather patterns caused by climate change. History shows that crop genetic advancements have improved human well-being through increased food security, improved nutrition, and reduced pesticide exposure. The innovative CRE.AI.

Discover how AWS Visual Asset Management System (VAMS) orchestrates 3D assets from design tools to customer channels, with a proof of concept demonstrating automated pipeline processing and real-world implementation. Overview AWS Visual Asset Management System (VAMS) functions as both a Digital Asset Management (DAM) system and a 3D-aware orchestration layer.

OpenAI is expanding Stargate to Michigan with a new one-gigawatt campus that strengthens America’s AI infrastructure. The project will create jobs, drive investment, and support economic growth across the Midwest.

OpenAI introduces Aardvark, an AI-powered security researcher that autonomously finds, validates, and helps fix software vulnerabilities at scale. The system is in private beta—sign up to join early testing.

A deep dive into OWL, the new architecture powering ChatGPT Atlas—decoupling Chromium, enabling fast startup, rich UI, and agentic browsing with ChatGPT.

gpt-oss-safeguard-120b and gpt-oss-safeguard-20b are two open-weight reasoning models post-trained from the gpt-oss models and trained to reason from a provided policy in order to label content under that policy. In this report, we describe gpt-oss-safeguard’s capabilities and provide our baseline safety evaluations on the gpt-oss-safeguard models, using the underlying gpt-oss models as a baseline.

OpenAI introduces gpt-oss-safeguard—open-weight reasoning models for safety classification that let developers apply and iterate on custom policies.

Dai Nippon Printing (DNP) rolled out ChatGPT Enterprise across ten core departments to drive companywide adoption. Within three months, it achieved 95% faster patent research, 10x processing volume, 100% weekly active usage, 87% automation, and 70% knowledge reuse.

Discover how Doppel uses OpenAI’s GPT-5 and reinforcement fine-tuning (RFT) to stop deepfake and impersonation attacks before they spread, cutting analyst workloads by 80% and reducing threat response from hours to minutes.

Microsoft and OpenAI sign a new agreement that strengthens its long-term partnership, expands innovation, and ensures responsible AI progress.

OpenAI’s recapitalization strengthens mission-focused governance, expanding resources to ensure AI benefits everyone while advancing innovation responsibly.

Meeting the demands of the Intelligence Age will require strategic investment in energy and infrastructure. OpenAI’s submission to the White House details how expanding capacity and workforce readiness can sustain U.S. leadership in AI and economic growth.

This system card details GPT-5’s improvements in handling sensitive conversations, including new benchmarks for emotional reliance, mental health, and jailbreak resistance.

OpenAI collaborated with 170+ mental health experts to improve ChatGPT’s ability to recognize distress, respond empathetically, and guide users toward real-world support—reducing unsafe responses by up to 80%. Learn how we’re making ChatGPT safer and more supportive in sensitive moments.

Learn how Steuerrecht.com uses ChatGPT Business to streamline legal workflows, automate tax research, and scale client service—helping law firms boost productivity and stay competitive.

OpenAI has acquired Software Applications Incorporated, maker of Sky—a natural language interface for Mac that brings AI directly into your desktop experience. Together, we’re integrating Sky’s deep macOS capabilities into ChatGPT to make AI more intuitive, contextual, and action-oriented.

Consensus uses GPT-5 and OpenAI’s Responses API to power a multi-agent research assistant that reads, analyzes, and synthesizes evidence in minutes—helping over 8 million researchers accelerate scientific discovery.

Company knowledge brings context from your apps into ChatGPT for answers specific to your business, with clear citations, security, privacy, and admin controls. Available now for Business, Enterprise, and Edu users.

OpenAI's Korea Economic Blueprint outlines how South Korea can scale trusted AI through sovereign capabilities and strategic partnerships to drive growth.

OpenAI expands its UK partnership with a new Ministry of Justice agreement, bringing ChatGPT to civil servants. It also introduces UK data residency for ChatGPT Enterprise, ChatGPT Edu, and the API Platform to support trusted and secure AI adoption.

OpenAI’s Japan Economic Blueprint outlines how Japan can harness AI to boost innovation, strengthen competitiveness, and enable sustainable, inclusive growth.

ChatGPT will no longer be available on WhatsApp after January 15, 2026. Learn how to link your ChatGPT account and continue your conversations across devices.

ChatGPT Atlas, the browser with ChatGPT built it. Get instant answers, summaries, and smart web help—right from any page. With privacy settings you can control. Available now for MacOS.

Learn how Plex Coffee uses ChatGPT Business to centralize knowledge, train staff faster, and preserve personal connections while expanding.

OpenAI’s new Expert Council on Well-Being and AI brings together leading psychologists, clinicians, and researchers to guide how ChatGPT supports emotional health, especially for teens. Learn how their insights are shaping safer, more caring AI experiences.

OpenAI and Sur Energy are exploring Argentina’s first Stargate project—an AI and clean energy collaboration that could make Argentina a Latin American leader in artificial intelligence, sustainable infrastructure, and digital innovation.

OpenAI and Broadcom announce a multi-year partnership to deploy 10 gigawatts of OpenAI-designed AI accelerators, co-developing next-generation systems and Ethernet solutions to power scalable, energy-efficient AI infrastructure by 2029.

HYGH speeds up software development and campaign delivery with ChatGPT Business, cutting turnaround times, scaling output, and driving revenue growth.

Learn how OpenAI evaluates political bias in ChatGPT through new real-world testing methods that improve objectivity and reduce bias.

Discover how HiBob uses ChatGPT Enterprise and custom GPTs to scale AI adoption, boost revenue, streamline HR workflows, and deliver AI-powered features in the Bob platform.

Discover how OpenAI is detecting and disrupting malicious uses of AI in our October 2025 report. Learn how we’re countering misuse, enforcing policies, and protecting users from real-world harms.

OpenAI Codex is now generally available with powerful new features for developers: a Slack integration, Codex SDK, and admin tools like usage dashboards and workspace management—making Codex easier to use and manage at scale.

We’re introducing a new generation of apps you can chat with, right inside ChatGPT. Developers can start building them today with the new Apps SDK, available in preview.

AMD and OpenAI have announced a multi-year partnership to deploy 6 gigawatts of AMD Instinct GPUs, beginning with 1 gigawatt in 2026, to power OpenAI’s next-generation AI infrastructure and accelerate global AI innovation.

Today, we’re releasing new tools to help developers go from prototype to production faster: AgentKit, expanded evals capabilities, and reinforcement fine-tuning for agents.

OpenAI and Allied for Startups release the Hacktivate AI report with 20 actionable policy ideas to accelerate AI adoption in Europe, boost competitiveness, and empower innovators.

Wrtn scaled AI apps to 6.5M users in Korea with GPT-5, creating ‘Lifestyle AI’ that blends productivity, creativity, and learning—now expanding across East Asia.

OpenAI and Japan’s Digital Agency partner to advance generative AI in public services, support international AI governance, and promote safe, trustworthy AI adoption worldwide.

Samsung and SK join OpenAI’s Stargate initiative to expand global AI infrastructure, scaling advanced memory chip production and building next-gen data centers in Korea.

Higher conversions. Lower operational costs. More efficiency. These goals have always been paramount for commerce teams. But now that we’ve entered a new era of AI-fueled shopping, businesses need to fundamentally rethink how they achieve these goals. New agentic commerce tools will be necessary to enable product discovery on emerging channels, personalize at scale, and meet increasing customer expectations.

People talk about “career growth” like it’s some upgrade you just download at your leisure. Here’s the truth: if your career isn’t version-controlled, it’s basically legacy code. It’s time to fix that. Forward Deployed Engineers don’t leave growth to chance, they build it like everything else: with clear systems, smart tests, and a solid deployment plan.

Halloween is almost here — and Salesforce is going dark. We’re going dark mode, that is. That’s right, the long-awaited dark mode (beta) is here in Starter Suite and it’s not scary at all — in fact, it’s been anticipated and it’s a huge step forward for accessibility , improved health, and the future of your small business . Let’s dig into how dark mode is going to show up throughout Salesforce and what it can do for you. What we’ll cover: So, what is dark mode, really?

In the world of AI agents that click, scroll, execute and automate — we’re moving fast from “just understand text” to “actually use software for you.” The new benchmark SCUBA tackles exactly that: how well can agents do real enterprise workflows inside the Salesforce platform? What makes SCUBA stand out: It’s built around the actual workflows inside the Salesforce platform. It covers 300 task instances derived from real user interviews (platform admins, sales reps, and service agents).

Business analysis sounds like one of those terms people throw around in meetings without ever pausing to explain. But remove the buzz, and you’ll find it’s one of the most practical skills your small and medium-sized business (SMB) can put to work. Done well, it turns scattered ideas (and data) into structured plans and gives teams the clarity they need to move forward with confidence. Analyzing your business is not about crunching endless numbers. It’s about uncovering what really matters.

In our “Engineering Energizers” Q&A series, we highlight the engineering minds driving innovation across Salesforce. Today, we feature Madhura Kasinadhuni, Senior Director of Software Engineering. Madhura led her team in developing Digital Wallet , Salesforce’s first comprehensive consumption-based pricing visibility platform, which launched in July 2024. The platform now serves over 15,000 active organizations and has generated more than $400 million in annual contract value.

In our “Engineering Energizers” Q&A series, we shine a spotlight on the innovative engineers at Salesforce. Today, we feature Lovi Yu, a Senior Software Engineer on the Data Cloud Model Management Lifecycle team. Lovi helped develop multi-DMO support in Data Cloud Model Builder , a groundbreaking feature that allows customers to build predictions across multiple related data objects for the first time.

In our “Engineering Energizers” Q&A series, we highlight the engineering minds driving innovation across Salesforce. Today, we feature Phil Mui, SVP of Agentforce Software Engineering. Phil and his team led the development of Agent Graph, the core technology behind hybrid reasoning. This groundbreaking approach externalizes reasoning into design-time graphs, ensuring reliable behavior (enterprise “Standard Operating Procedures”) while preserving natural conversational flow.

In our “Engineering Energizers” Q&A series, we highlight the engineering minds driving innovation across Salesforce. Today, we feature Hari Priyanka Nunna, Director of Software Engineering for Data Cloud . Hari led her team in developing Data Cloud One, a distributed systems solution that allows enterprise customers to connect multiple Salesforce orgs to a single Data Cloud instance, significantly reducing redundant implementation work by centralizing metadata synchronization.

By Rajeev Kumar and Bhargava Ravali Koganti. In our “Engineering Energizers” Q&A series, we shine a spotlight on the innovative engineers at Salesforce. Today, we feature Bhargava Ravali Koganti, a Lead Software Engineer who is part of Data Cloud’s data governance system. Her team developed Data Cloud’s first comprehensive unstructured security system. This system automatically detects and masks sensitive information across vast amounts of enterprise documents.

By Vaibhav Raizada and Ashish Gite. In our “Engineering Energizers” Q&A series, we highlight the engineering minds driving innovation across Salesforce. Today, we meet Vaibhav Raizada, a Senior Software Engineer building Salesforce Prompt Builder . Vaibhav led his team in developing multimodal AI capabilities that unlock file-based data previously invisible to Prompt Builder.

In our “Engineering Energizers” Q&A series, we highlight the engineering minds driving innovation across Salesforce. Today, we meet Viraj Jasani, a Principal Software Engineer on the Big Data Storage team. Viraj led the development of DynamoDB-compatible REST services on Apache Phoenix , enabling hundreds of Salesforce teams to migrate across cloud platforms without altering a single line of application code.

Finance leaders worldwide are reimagining how they run with Cloud ERP—and this week, Gartner recognized SAP (SAP Cloud ERP) as a Leader in the 2025 Magic Quadrant for Cloud ERP Finance. 2025 Gartner Magic Quadrant for Cloud ERP Finance Read the full report We believe this recognition reflects SAP’s completeness of vision and ability to execute in the Cloud ERP Finance market.

WALLDORF — SAP SE (NYSE: SAP) today announced that Cirque du Soleil Entertainment Group, the global leader in live entertainment, has implemented an AI-enabled invoice assistant to help streamline its accounts payable operations. Create transformative impact with the most powerful AI and agents fueled by the context of all your business data Learn how Enabled by SAP Business AI and built on SAP Business Technology Platform, the assistant is already delivering faster response times, enhanced...

SAP’s recent acceptance into the U.S. Treasury’s FM QSMO Marketplace marks a milestone in the company’s continued commitment to the U.S. federal market. Secure and strengthen your digital future with government cloud solutions from SAP Learn more This achievement underscores SAP’s dedication to empowering federal agencies with secure cloud-ready solutions that align with the government’s modernization and transparency goals.

On October 23, 2025, SAP AppHaus Network member LeverX officially opened its newest creative co-innovation space, SAP AppHaus Miami. Miami is a city that thrives on diversity and innovation, making it the perfect home for LeverX’s second SAP AppHaus location. Together with Mindset and Sierra Digital , LeverX becomes the latest SAP AppHaus Network partner to establish a creative lab in North America.

WALLDORF — SAP SE (NYSE: SAP) today announced that Nestlé S.A., one of the world’s leading food and beverage companies, has completed its first major upgrade to SAP S/4HANA Cloud Private Edition. This wave covers 112 countries, with more countries in Europe and the Americas to follow soon. Explore features of the cloud ERP that’s helping mature enterprises worldwide run effectively Learn more The first of three upgrades, this one involved more than 50,000 employees and was completed in under 20.

WALLDORF — SAP SE today announced its financial results for the third quarter 2025. At a glance Current cloud backlog of €18.8 billion, up 23% and up 27% at constant currencies Cloud revenue up 22% and up 27% at constant currencies Cloud ERP Suite revenue up 26% and up 31% at constant currencies Total revenue up 7% and up 11% at constant currencies IFRS operating profit up 12%, non-IFRS operating profit up 14% and up 19% at constant currencies SAP updates its 2025 cloud revenue, operating...

Recently, at SAP Connect , we highlighted an incredible array of new Joule Agents embedded in key business processes and across every line of business. Drive enterprise-scale productivity with trusted SAP intelligence in every workflow Explore Joule Agents The International Trade Classification Agent and Cash Management Agent optimize finance, while the Bid Analysis Agent and Receipt Analysis Agent clarify spending.

In today’s always-on, digital-first world, customers expect answers now, not “within 16 business hours.” While great support requires human empathy, some issues can be resolved with human-generated knowledge at first contact. This is where instant resolution and self-service tools come in. These tools play a crucial role in building fast, scalable, and modern customer support experiences.

Soley GmbH and its customer CERATIZIT Group, nominees for this year’s SAP Innovation Awards and winners of the Supply & Demand Chain Executive award earlier this year alongside SAP, have demonstrated a groundbreaking approach to sustainable product portfolio optimization. Through their innovative implementation of Soley’s Product Mining Platform with SAP’s supply chain management technologies, they prove that sustainability and profitability can go hand in hand.

Global pressures are intensifying, regulations are evolving, and value chains are growing more uncertain. In this complex environment, companies are seeking to manage regulatory, market, and environmental externalities with proactive strategies and strategic action. SAP’s answer is a suite of sustainability solutions that can enable reporting, optimize towards sustainable business transformation, and build resilience against evolving global challenges.

I am proud to share that SAP Cloud ERP has once again been recognized as a Leader in the 2025 Gartner Magic Quadrant for Cloud ERP for Product-Centric Enterprises. Gartner Magic Quadrant for Cloud ERP for Product-Centric Enterprises Read the full report For our customers—manufacturers, consumer goods leaders, and high-tech innovators—this recognition is more than a placement on a chart.

Leadership knows, and the frustration is real: Though the organizations take on different digital initiatives, manual tasks still slow down many processes. Across industries, organizations are still dealing with scanning manual documents, such as invoices, contracts, and forms. Transform your business with AI-powered document processing Learn how According to a Gartner report, 70 to 80 percent of enterprise information lacks structure.

SAP isn’t just shaping global business; it’s helping real people and teams turn fresh ideas into solutions that matter. With ERP-centric, cloud-based, and AI-enabled tools, organizations can navigate fast-changing times, spot opportunities, and avoid risks with confidence. The most meaningful innovations go beyond one person’s success. They ripple outward, inspiring others and making a real difference in communities and industries around the world.

As the largest vertically integrated operator in the U.S. cannabis industry, Trulieve needs to be able to track everything “from seed to sale,” said Nicole Zimmerman, senior director of SAP Product Management at Trulieve. “From the time the plants get planted in the ground all the way until they end up in a retail store.” “We are an agricultural company,” she continued, “but we also have to be able to process the product, so we are simultaneously a manufacturing company and a distribution...

WALLDORF — SAP SE (NYSE: SAP) will release its full results for the third quarter of 2025 on Wednesday, October 22. SAP CEO Christian Klein as well as CFO Dominik Asam will host a virtual analyst conference to present third quarter financial figures, as well as an outlook on the current financial year. Media representatives may listen in on the virtual analyst conference via Webcast at 11:00 p.m. CEST/ 5:00 p.m. ET.

In 2023, Ahlstrom launched a major strategic business transformation project aimed at renewing and harmonizing the operations of its 36 plants worldwide. The solution chosen was SAP S/4HANA Cloud, which enables Ahlstrom to streamline its processes, improve flexibility, and move toward a data-driven and AI-enabled future. SAP S/4HANA Cloud: An out-of-the-box enterprise management solution and ready-to-run ERP Learn more Ahlstrom is a large international manufacturer of specialty materials, with..

I am happy to share that SAP Cloud ERP has been recognized as a Leader in the Gartner Magic Quadrant for Cloud ERP for Service-Centric Enterprises for the fourth year in a row. Gartner Magic Quadrant for Cloud ERP for Service-Centric Enterprises Read the full report This recognition is based on our Completeness of Vision and Ability to Execute in the cloud ERP market for service-centric enterprises.

During his keynote at last week’s SAP Connect event , Muhammad Alam, member of the Executive Board of SAP SE, SAP Product & Engineering, announced an expanded set of SAP Business Data Cloud Intelligent Applications. An intelligent application includes three distinct layers: data products, domain content, and applications. When all these components come together, intelligent applications become a suite of adaptive, AI-powered applications that can learn from data, understand business context,...

At a time when global supply chains are enduring acute strain from seesawing tariff rates, escalating military conflict, and proliferating compliance requirements, enterprises large and small are turning increasingly to cloud-based business networks and emerging AI solutions to provide actionable insights, operational resilience, and, above all, confidence despite volatile times. Visibility has always been essential for navigating uncertainty in business-to-business commerce.

SAP LeanIX has once again been recognized as a Leader in the Gartner Magic Quadrant for Enterprise Architecture Tools, marking its fifth consecutive year of this acknowledgment. Turn business transformation into a core capability Learn how The Gartner Magic Quadrant research methodology says that “Leaders execute well against their current vision and are well positioned for tomorrow.

Management has long been treated as the default marker of professional success. Moving into leadership is often seen as a sign of growth and the next logical step for high performers. But for many, this assumption that career progression must lead to people management can leave talented individual contributors feeling misaligned with their passions and strengths.

Growth, simplification, and artificial intelligence (AI) are no longer optional. That is the unmistakable signal from SAP’s Global Business Priorities Study, which surveyed nearly 12,000 executives across 20 markets and 31 industries. The results capture both urgency and possibility. Across the world, 95 percent of companies say growth is a priority for the year ahead.

LESER GmbH & Co. KG is a leading German company specializing in designing and manufacturing safety valves. Founded in 1818 and headquartered in Hamburg, Germany, LESER is recognized as the largest manufacturer of safety valves in Europe and one of the global leaders in the industry. The manufacturer was heavily reliant on manual documentation, which caused delays in accessing and updating critical data and documents, resulting in data quality and compliance issues.

What happens in Vegas doesn’t have to stay in Vegas, especially when it’s about the future of enterprise technology. At last week’s SA P Connect event in Las Vegas, SAP Executive Board Member and Chief Operating Officer Sebastian Steinhaeuser took to the keynote stage on the final day to share how SAP is creating a new era of productivity, intelligence, and business outcomes for customers worldwide.

In today’s world of constant change, HR leaders are being asked to do more than ever before: anticipate skills shifts, personalize the employee experience, and navigate complex regulations—all while staying agile in the face of accelerating business transformation. Unprecedented possibilities: Discover how new SAP SuccessFactors innovations power people and business connection...

Today’s complex business environment is marked by financial volatility, supply chain disruptions, and rapidly evolving compliance landscapes. With faster and well-informed decisions, these challenges can be turned into strategic opportunities. SAP Cloud ERP Private: A tailored-to-fit cloud ERP that adapts to your organization’s unique transformation Learn more As the pace of innovation accelerates, enterprises must not only become more agile, but also modernize their technology foundations to...

This week at SAP Connect , we introduced the next wave of business AI innovations to empower enterprises. We unveiled our newest Joule Agents, the concept of role-based AI assistants, and new embedded intelligence throughout SAP Business Suite . Deep research AI and role-based assistants, coupled with SAP Business Suite innovations, take efficiency to new heights Read the innovation guide New research shows how business AI delivers ROI To better understand the opportunity to produce returns on..

Led by SAP Executive Board Member Muhammad Alam, in charge of SAP Product & Engineering, SAP executives announced a string of business AI innovations, including role-aware Joule assistants, during the kickoff keynote at the inaugural SAP Connect event in Las Vegas this week. Deep research AI and role-based assistants, coupled with SAP Business Suite innovations, take efficiency to new heights Read the innovation guide Against the backdrop of the event theme—”Connect Everything, Achieve...

The first touchpoint with SAP for many people is its applications, such as SAP Cloud ERP, SAP Ariba, SAP Customer Experience, or SAP SuccessFactors. Deep research AI and role-based assistants, coupled with SAP Business Suite innovations, take efficiency to new heights Read the innovation guide Each SAP software solution delivers strong value, helping teams excel in their specific domain.

New intelligent applications and open ecosystem partnerships turn insights into action across the enterprise As enterprises move toward an AI-driven future, the role of data has never been more critical. Yet much of that data remains locked in silos — spread across teams, clouds, and legacy systems. Deep research AI and role-based assistants, coupled with SAP Business Suite innovations, take efficiency to new heights Read the innovation guide This fragmentation creates a “context gap,” where...