In this week’s real-time analytics news: Multiple companies make their solutions available in the new AI Agents and Tools category of AWS Marketplace.

Keeping pace with news and developments in the real-time analytics and AI market can be a daunting task. Fortunately, we have you covered with a summary of the items our staff comes across each week. And if you prefer it in your inbox, sign up here!

Amazon Web Services (AWS) has announced the general availability of Amazon Elastic Compute Cloud (Amazon EC2) P6e-GB200 UltraServers, accelerated by NVIDIA GB200 NVL72 to offer the GPU performance needed for AI training and inference. Amazon EC2 UltraServers connect multiple EC2 instances using a dedicated, high-bandwidth, and low-latency accelerator interconnect across these instances.

With EC2 P6e-GB200 UltraServers, users can access up to 72 NVIDIA Blackwell GPUs within one NVLink domain to use 360 petaflops of FP8 compute and 13.4 TB of total high bandwidth memory (HBM3e). Powered by the AWS Nitro System, P6e-GB200 UltraServers are deployed in EC2 UltraClusters to securely and reliably scale to tens of thousands of GPUs.


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Additionally, EC2 P6e-GB200 UltraServers deliver up to 28.8 Tbps of total Elastic Fabric Adapter (EFAv4) networking. EFA is also coupled with NVIDIA GPUDirect RDMA to enable low-latency GPU-to-GPU communication between servers with operating system bypass.

Real-time analytics news in brief

Aerospike announced the official preview of its Rust client, giving developers a fully supported, native integration for building high-throughput, low-latency systems in Rust. The new client began as a community-supported effort; now it’s fully developed and maintained by Aerospike. The async-first client includes batch operations, updated query protocols, replica policies, and rate limiting.

Airbyte announced three significant updates to its on-premises Airbyte Enterprise product that provide organizations with greater flexibility and control over their data while ensuring that data is ready to work with AI. Airbyte’s platform updates include the ability to facilitate data sovereignty and compliance across different global regions; synchronize data with its metadata to assist AI models’ ability to improve reasoning and accuracy; and directly load data volumes to BigQuery and Snowflake.

Ataccama announced the release of Ataccama ONE v16.2, the latest version of its unified data trust platform. This release makes it easier for business users to understand how data moves and changes across systems without writing a single line of SQL. With intuitive, compact lineage views and improved performance, teams can make better decisions with greater confidence and speed.

Atos announced the launch of the Atos Polaris AI Platform, a comprehensive system of AI agents that works autonomously to orchestrate complex business workflows. The Atos Polaris AI Platform, created for development, testing, and IT operations, supports engineers at all stages of the development process. Customers can also use the platform to accelerate digital transformation by driving universal automation of business processes.

Coralogix unveiled the official Coralogix MCP (Model Context Protocol) Server, which enables third-party AI agents to connect directly to Coralogix’s observability data. The MCP Server is available to Coralogix’s customers, allowing them to enhance their AI agents with access to detailed observability data, dramatically reducing mean time to resolution (MTTR), streamlining agent workflows, and minimizing engineering overhead.

Hyland announced the launch of Knowledge Enrichment, a new innovation that transforms unstructured enterprise content into AI-ready data. This empowers AI agents and automation workflows to understand, reason, and act with confidence across diverse content types, enabling every layer of the Content Innovation Cloud to operate with a deeper understanding and better governance from Knowledge Discovery to Agentic Solutions.

Kyndryl launched the Kyndryl Agentic AI Framework, a new approach to deploying agentic AI to augment human teams. The Framework combines advanced algorithms, self-learning, optimization, and secure-by-design AI agents that translate complex data into clear, understandable insights. It orchestrates and dispatches a portfolio of specialized, self-directed, self-learning AI agents that dynamically respond to shifting conditions and keep humans in the loop for oversight.

Liquid AI announced the launch of their early-stage developer platform called Liquid Edge-AI Platform (LEAP) v0 for building and deploying AI on devices such as smartphones, laptops, wearables, drones, cars, and other local hardware without cloud infrastructure. The company also introduced Apollo, an updated, lightweight, iOS-native application powered by LEAP.

OutSystems announced the Early Access Program for OutSystems Agent Workbench. Agent Workbench enables enterprises to create and orchestrate intelligent agents for any use case with enterprise-grade security and control. Delivered on the OutSystems platform, Agent Workbench makes it easier to innovate at speed and orchestrate human-AI collaboration.

Promethium announced the latest version of its Instant Data Fabric. This version offers an agentic platform that connects to data where it resides and delivers self-service access without data duplication or the need for new pipelines. Additionally, Promethium’s open architecture allows enterprises to deliver access and consumption across multiple data platforms, catalogs, and tools without being locked into a specific platform stack.

As a part of this announcement, the company also unveiled Mantra, its new Data Answer Agent, which enables data teams to perform analytics with natural language on distributed enterprise data and receive instant, trusted responses and insights.


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Qdrant announced the launch of Qdrant Cloud Inference. This fully managed service allows developers to generate text and image embeddings using integrated models directly within its managed vector search engine offering Qdrant Cloud. Directly integrating model inference into Qdrant Cloud removes the need for separate inference infrastructure, manual pipelines, and redundant data transfers. This simplifies workflows, accelerates development cycles, and eliminates unnecessary network hops for developers.

Zoho Corporation announced additional offerings in AI, including Zia LLM, a proprietary large language model; Zia Agents, with 25+ ready-to-deploy AI-powered agents available in Agent Marketplace; Zia Agent Studio, a no-code agent builder; and a model context protocol (MCP) server to open up Zoho’s vast library of actions to third-party agents. These capabilities are designed to help organizations fully realize and maximize the value of contextual, assistive, and agentic AI technology.

Partnerships, collaborations, and more

Data Squared (Data²) announced its strategic partnership with Neo4j. The collaboration deepens the integration of Data²’s “reView” platform with Neo4j’s graph-based technology. To that end, Data²’s Graph and Hybrid retrieval-augmented generation (RAG) based AI systems use Neo4j’s ability to model and traverse complex relationships within vast datasets, forming the foundational knowledge graphs that underpin reView’s explainable AI capabilities.

Denodo announced the availability of the Denodo Platform in the new AI Agents and Tools category of AWS Marketplace. The platform is available as either an Amazon Machine Image (AMI) — Denodo Enterprise Plus — or as a fully managed SaaS offering via Agora. Both options provide the same feature set, including support for the Model Context Protocol (MCP).

Forter announced the availability of Trusted Agentic Commerce in the new AI Agents and Tools category of AWS Marketplace. By offering Trusted Agentic Commerce in AWS Marketplace, users have a streamlined way to access the company’s AI-powered trust and fraud tools. Specifically, Forter’s integration via AWS Bedrock AgentCore makes it easier for merchants to embed real-time trust and fraud prevention into AI agent workflows.

Honeycomb announced the availability of the Honeycomb Hosted Model Context Protocol (MCP) Server in the new AI Agents and Tools category of AWS Marketplace. Customers can now use AWS Marketplace to easily discover, buy, and deploy AI agent solutions, including Honeycomb’s MCP server, using their AWS accounts.

Kognitos has partnered with qBotica to improve and speed legacy automation by enabling enterprises to use plain English as code. The collaboration directly addresses the critical shortcomings of current automation platforms like agentic process automation (APA) and robotic process automation (RPA), offering a hallucination-free solution that empowers business users to drive automation using plain English.

Kore.ai announced the availability of its AI for Work, AI for Process, and AI for Service in the new AI Agents and Tools category of AWS Marketplace. By offering its products through the AWS Marketplace, Kore.ai customers have a streamlined way to access the company’s agentic platform and business solutions, helping them buy and deploy AI agent solutions faster and more efficiently.

Solace announced the availability of Solace Agent Mesh in the new AI Agents and Tools category of AWS Marketplace. With the availability of AI Agents and Tools in AWS Marketplace, customers can significantly accelerate their procurement process to drive AI innovation, reducing the time needed for vendor evaluations and complex negotiations.

If your company has real-time analytics news, send your announcements to [email protected].

In case you missed it, here are our most recent previous weekly real-time analytics news roundups:


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