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!
Teradata announced a major evolution of Tera, transforming it into an agentic coworker for enterprise data work. Through natural language and guided execution, everyone from business analysts to platform engineers and database administrators can analyze data, build AI applications, operate infrastructure, and automate complex workflows. To that end, Tera includes three new key capabilities:
- Tera Context Engine, a vendor-neutral context and orchestration layer that gives AI governed business knowledge;
- Tera Harness, an intelligent execution layer that routes work across the right skills, tools, data, and models; and
- Agent Skills, purpose-built for data engineering, data analysis, and data science.
Real-time analytics news in brief
AutoScheduler.AI announced the AutoScheduler AI App Builder, a new capability within its Warehouse AI Platform. The AI App Builder lets warehouse planners, supervisors, and site leaders create, deploy, and use AI-powered applications tailored to their operations in days, without waiting on IT or a software vendor’s roadmap.
ControlTheory announced the general availability of Dstl8, its runtime feedback loop platform for AI-speed engineering. Where observability tells teams what already happened, Dstl8 closes the loop back into development itself: it distills runtime signal at the source and routes the answer back to the agent or engineer who shipped the code. Dstl8 is the runtime feedback loop for AI-speed engineering, built to keep pace.
Darktrace announced the general availability of Darktrace / SECURE AI, giving enterprises the visibility, contextual understanding, governance, and response capabilities needed to securely scale AI adoption. The solution is designed to deploy easily and rapidly, and enables organizations to discover AI use, understand how people and agents are behaving in real time, assess whether activity remains aligned with policy and intended purpose, and take action when risks emerge.
Dataiku announced the launch of Agent Management, a standalone product that finds every AI agent an enterprise is running, regardless of which platform built it. It then measures the business and technical performance and flags agents that pose the greatest risk. This new standalone product will be generally available in October.
Kestra announced new enterprise capabilities enabled by Kestra 2.0, addressing the security, governance, and control requirements of enterprise orchestration. Released to the developer community earlier this month, Kestra 2.0 gives enterprises one governed orchestration layer across data, infrastructure, applications, and business processes, and removes the architectural constraint that has kept many regulated and security-conscious organizations from adopting one.
Liner launched Liner Model API, a model-routing API designed to help companies reduce the cost of running AI applications without requiring developers to manually select, benchmark, or switch between large language models. For developers, the routing approach means a single API can be used across workloads that might otherwise require ongoing model selection and cost optimization.
LittleHorse Enterprises announced Saddle Command Center 1.3, a major new release that uses the Business-as-Code approach to enable business teams and engineers to create and deploy AI applications. The platform provides an action layer that bridges business requirements and code, enabling organizations to orchestrate, stream, connect, and govern the agents and microservices that power modern applications. New capabilities in this release include easy AI agent creation, pre-built task workers and agent skills, a JavaScript SDK for developers, and more.
meshIQ announced AgentIQ, a new solution that provides real-time governance for AI agents operating across enterprises. Designed for AI and governance leaders across highly regulated sectors, AgentIQ lives inside agents’ execution flow, giving organizations visibility into, and control over, agent actions across different agentic frameworks. The solution discovers every agent running in the enterprise, controls what actions each can take, and maintains a complete audit record.
Meta Integration Technology announced the general availability of MetaKarta v12, including Semantic Hub that compiles governed business definitions into the databases, BI tools, and AI agents that depend on them. MetaKarta v12 is built to produce three outcomes from one system: trusted BI, reliable AI, and defensible governance. A definition authored once in MetaKarta lands as a native artifact inside Snowflake, Databricks, Power BI, and Tableau, and reaches AI agents as compiled context drawn from the same repository.
NetApp announced the general availability of Vector Index Acceleration for OpenSearch on the NetApp Instaclustr Managed Platform. Leveraging open-source NVIDIA cuVS, this new feature is designed to enable GPU-accelerated vector index building. Customers can easily add a managed GPU node via the Instaclustr Console, allowing vector index builds to run on the GPU while searches continue seamlessly on existing CPU nodes.
NETSCOUT SYSTEMS announced Model Context Protocol (MCP) connectivity for its Omnis AI Insights solution. The new capability gives AI assistants and agents on-demand access to AI-ready Smart Data, NETSCOUT’s real-time operational evidence, providing the trusted context they need to support more accurate and informed decisions. Omnis Sensor and Omnis Streamer are key components of NETSCOUT’s Omnis AI Insights solution, moving intelligence closer to the source of the data and enabling network infrastructure to evolve.
Percona announced support for CloudNativePG (CNPG), the open-source Kubernetes operator for PostgreSQL. The addition gives organizations running PostgreSQL in cloud-native environments access to Percona’s database expertise without changing their existing technology stack. Percona’s CloudNativePG offering is an addition to, not a replacement for, the Percona Operator for PostgreSQL.
Perforce Software announced Delphix Synthetic Data, an AI-native solution designed to generate realistic, scenario-specific test data that maintains referential integrity across enterprise systems. The solution automatically identifies data structures, relationships, and business context across sources, eliminating much of the manual configuration associated with legacy synthetic tools.
Rocket Software announced the expansion of Rocket EVA, its agentic AI platform for mission-critical systems. The expanded platform provides governed, auditable AI agents on the mainframe to correlate and reason across operational data and automate operational tasks within enterprise-defined policies. The latest capabilities expand the operational use cases teams can address with EVA, helping enterprises put agentic AI to work across mission-critical environments.
SnapLogic announced significant enhancements to SnapLogic Intelligent Modernizer (SLIM), introducing advanced agentic capabilities to support the platform’s analysis and generation engine. The new SLIM update uses an agentic approach to workload analysis and pipeline generation, enabling organizations to evaluate and modernize complex legacy systems more efficiently.
Sumo Logic unveiled its enhanced Data Pipelines, extending its platform further into data pipeline management. With the solution, teams can make decisions about their data before it is ingested, stored, and analyzed; filtering noise, transforming data, and routing telemetry to the right destination and cost tier without adding another tool to their environment.
UserTesting announced the availability of its Model Context Protocol (MCP) Servers for both UserTesting and User Interviews platforms, giving product, design, UX, and research teams direct access from within AI applications including ChatGPT, Claude, Figma Make, and other MCP-compatible clients.
Partnerships, collaborations, and more
AWS and Accenture Edge are working together, providing advanced AI and cloud services plus dedicated resources so Accenture can build solutions for mid-market clients. To that end, they launched six ready-to-deploy solutions in AWS Marketplace. They include Agentic Data Discovery, AI-Powered Instance Migration, Connected Customer Experience Innovation Services, Optimization Health Check, RAI Red Teaming, and Secure Cloud Foundation, covering everything from cloud migration to AI risk testing.
Crusoe and Thinking Machines Lab announced a $65 million annual agreement to power inference for the lab’s open models on Crusoe Cloud. Through Crusoe Managed Inference, Thinking Machines Lab will serve a range of production workloads, including its Inkling models, GLM 5.2 and 5.3, and its own fine-tuned variants, on a dedicated Tailored Deployment of NVIDIA HGX B200 systems connected with NVIDIA Quantum-2 InfiniBand networking.
Liquibase announced that Liquibase Secure is now available on Snowflake Marketplace, giving Snowflake customers a new way to automate and govern change. With the solution, teams can automate deployment through existing CI/CD and DataOps workflows, enforce policy before changes reach production, detect drift and out-of-band changes, maintain audit-ready evidence, and recover quickly when something goes wrong.
Pinecone announced the general availability of Pinecone Bring Your Own Cloud (BYOC) on AWS, Google Cloud, and Azure. The deployment model allows enterprise customer data and vector knowledge to remain entirely within the customer’s own cloud account, while Pinecone operates and maintains the platform. Pinecone handles updates, scaling, and operational monitoring without maintaining a persistent access path into private environments.
Tiger Data announced that its open-source BM25 search engine, pg_textsearch, is now supported natively in Google Cloud’s AlloyDB and Cloud SQL for PostgreSQL databases. The integration makes industry-standard full-text ranking available natively in two of the world’s most widely used managed PostgreSQL services, eliminating the need for developers to maintain separate search infrastructure.
VAST Data announced VAST DataEnclave, the confidential AI capability of the VAST DataEngine, built on NVIDIA Confidential Computing, with the support of ecosystem partners. By enabling deployment inside customer data centers or trusted cloud hardware, including environments where leading AI models could not previously operate, VAST Data, in collaboration with NVIDIA and partners, is bringing proprietary and open AI models across a range of modalities to the world’s most sensitive data.
If your company has real-time analytics news, send your announcements to ssalamone@rtinsights.com.
In case you missed it, here are our most recent weekly real-time analytics news roundups:
- Real-time Analytics News for the Week Ending September 19
- Real-time Analytics News for the Week Ending September 12
- Real-time Analytics News for the Week Ending September 5
- Real-time Analytics News for the Week Ending August 29
- Real-time Analytics News for the Week Ending August 22
- Real-time Analytics News for the Week Ending August 15
- Real-time Analytics News for the Week Ending August 8
- Real-time Analytics News for the Week Ending August 1
- Real-time Analytics News for the Week Ending July 25
- Real-time Analytics News for the Week Ending July 18
- Real-time Analytics News for the Week Ending July 11
- Real-time Analytics News for the Week Ending July 4
- Real-time Analytics News for the Week Ending June 27
- Real-time Analytics News for the Week Ending June 20
