Data Management News for the Week of October 9; Updates from SAS Software, Semarchy, Teradata & More

Solutions Review Executive Editor Tim King curated this list of notable data management news for the week of October 9, 2026.

Keeping tabs on all the most relevant big data and data management news can be a time-consuming task. As a result, our editorial team aims to provide a summary of the top headlines from the last week in this space. Solutions Review editors will curate vendor product news, mergers and acquisitions, venture capital funding, talent acquisition, education updates, and other noteworthy big data and data management news items.

For early access to all the expert insights published on Solutions Review, join Insight Jam, a community dedicated to enabling the human conversation on AI.

Top Data Management News for the Week Ending October 9, 2026

Collibra Acquires trail ML To Automate AI Compliance Assessments And Block Unsafe Agent Actions

Collibra has acquired Munich-based trail ML, adding agent-powered automation that analyzes evidence, identifies applicable requirements, assesses controls, and triggers updated assessments as an AI system’s supporting evidence changes. The acquisition also brings runtime capabilities that enforce policies where agents execute and block violations before actions occur, connecting Collibra’s enterprise data and AI context with operational controls for frameworks including the EU AI Act, ISO 42001, and NIST AI RMF.

Read on for more→ Collibra Acquires trail ML to Automate AI Governance From Policy to Production

CTERA Embeds Engineers In Customer Teams To Put Enterprise File Data To Work In AI

CTERA has launched Forward Deployed Engineering, a service that places engineers and deployment strategists inside customer environments to deliver production AI use cases on their own unstructured data. Available now to CTERA Intelligent Data Platform customers, engagements progress from data assessment and an initial production deployment to additional workflows and handover, helping organizations close implementation skills gaps while retaining governed access to files across edge, data-center, and cloud environments without moving them.markets.

Read on for more→ CTERA Introduces Forward Deployed Engineering to Close the AI Skills Gap and Accelerate Enterprise Deployments

DBtune Expands AI-Driven PostgreSQL Optimization Beyond Server Parameter Tuning

DBtune 4.0 combines workload-aware server parameter tuning, index optimization recommendations, and autovacuum monitoring to reduce repetitive PostgreSQL management work and improve performance without changing application code or hardware. The platform tests configurations against specific workloads and machine types, then applies settings automatically or submits them for approval; customer Midwest Tape reported a 10.8x improvement in query performance, while separate benchmarking found a further 17% throughput gain on an already heavily optimized system.

Read on for more→ DBtune Autonomous Optimization Blows PostgreSQL Bottlenecks

Dell Adds Semantic Context And Knowledge Agents To Its Enterprise AI Data Platform

Dell has expanded its AI Data Platform with a Unified Semantic Layer, Enterprise Knowledge Graph, and Knowledge Agents that connect structured and unstructured data with consistent business definitions, relationships, and access controls. The capabilities keep sensitive context inside customer data centers and give agents governed access to relevant information, while GPU-accelerated data preparation helps move enterprise data into AI workflows more efficiently without locking customers into a single model or storage provider.investors.

Read on for more→ Dell Expands AI Data Platform to Ground Agents in Enterprise Context

Imply Positions Lumi As A Shared Data Foundation For AI-Driven Security Investigations

Imply has expanded its SIEM strategy around Lumi, a shared data layer that gives existing security tools and AI agents access to security data wherever it resides without first moving everything into a SIEM. By separating low-cost object storage from compute, the architecture is designed to help security teams retain more data and scale analytical resources on demand while preserving their current investigation tools and workflows.

Read on for more→ Imply Brings Modern Data Architecture to SIEM as AI Expands Security Data Demands

Percona Builds Open-Source Proxy To Move Redis Applications To Scalable Valkey Clusters

Percona has announced Valkey-proxy, an official Valkey project that presents a horizontally scaled cluster to applications as a single standalone deployment, reducing the need to rewrite client code during migration from Redis or standalone Valkey. The proxy manages cluster communication and pools backend connections, offering an alternative to proprietary proxies tied to commercial platforms; code publication under the BSD-3-Clause license is planned for mid-October, with general availability targeted for early 2027.

Read on for more→ Percona Announces Valkey-proxy, an Open Source Project to Ease Enterprise Migration to Valkey

Precisely Unifies Data Quality, Governance, And Semantics To Support Enterprise AI

Precisely has introduced the Precisely Platform, bringing data integration, quality, governance, location intelligence, master data management, and customer communications onto a shared metadata and semantic foundation. The platform manages data where it resides rather than requiring migration, applies consistent definitions and policies, and provides measurable quality and governance scores.

Read on for more→ Precisely Introduces New Unified Data Management Platform to Make Enterprise Data AI-Ready

SAS Launches Centralized Governance For Enterprise AI Models, Agents, And Use Cases

SAS AI Navigator is now available on Microsoft Marketplace, giving organizations a unified inventory of AI use cases, models, agents, and third-party tools without changing how they build or deploy AI. The standalone SaaS platform supports governance from experimentation through retirement, maps use cases to internal policies and external regulations, and offers partner-developed policy packs with ready-made questions and risk classifications; customers receive six months of free access.

Read on for more→ SAS AI Navigator Now Available to Supercharge AI Governance

ScyllaDB Adds Full-Text Search To Combine Exact Matching With Semantic AI Retrieval

ScyllaDB has introduced BM25-ranked Full-Text Search in its X Cloud release and ScyllaDB 2026.3, complementing Vector Search on the same underlying operational data. Dedicated indexing nodes maintain full-text indexes in memory and let teams scale search independently of the database tier, supporting hybrid retrieval for RAG, AI agents, product catalogs, and technical support applications where exact identifiers and phrases matter alongside semantic relevance.

Read on for more→ ScyllaDB X Cloud Introduces High-Performance Full-Text Search

Teradata Highlights In-Database AI For Disease Prediction, Patient Engagement, And Compliance

Teradata has showcased three healthcare and life-sciences engagements that apply AI directly within governed enterprise data environments, spanning population-level disease prediction, digital patient engagement, and regulatory analysis. The company reports that one research deployment achieved 70% accuracy in predicting disease onset up to a decade ahead for healthcare-demand planning, while a U.S. health system increased digital-program engagement by 520% using in-database risk models built on unified patient data.

Read on for more→ Teradata Highlights New Enterprise AI Customer Engagements Across Healthcare & Life Sciences

Expert Insights

Watch this space each week as our editors will share upcoming events, new thought leadership, and the best resources from Insight Jam, Solutions Review’s enterprise tech community where the human conversation around AI is happening. The goal? To help you gain a forward-thinking analysis and remain on-trend through expert advice, best practices, predictions, and vendor-neutral software evaluation tools.

Editor’s Lens: Data Sovereignty is Becoming a Design Principle for Enterprise AI by Tim King

From my view of the chess board, data sovereignty is usually explained through the lens of regulation and geography. That is, companies needed to know where sensitive information was stored, which jurisdiction governed it, and whether their infrastructure complied with applicable requirements.

Read on Solutions Review

Solutions Review Set to Host Imply for Exclusive Spotlight Show “Federated Search Done Right: Build Security Data Lakes with Existing Tools” on October 21

See what federated search looks like when it’s done right: immediate access to security data across SIEMs and object storage, using the search languages and tools your teams already know. Learn how to extend retention and reduce costs without rehydrating data, defining schemas, or changing how your SOC operates. And, hear what our customers think.

Register on LinkedIn

Thought Leaders: TANK Thinking: Data-Driven Decisions That Actually Work by Dr. Joe Perez

After more than thirty years working with analytics, I find that many organizations struggle with exactly this kind of recognition. Data-driven decision-making is frequently presented as a technological challenge. In truth, it begins with questions just like the ones faced in the skies over Europe: What is happening? Why is it happening? What should we do differently?

Read on Solutions Review

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Mini Jam Q2, 2026: AI in Practice: How L&D Are Actually Changing Broadcasts June 25-26

AI is quickly moving from experimentation to operational reality across education, workforce development, and practitioner learning environments. What began as a conversation around tools has evolved into a much larger transformation involving skills, implementation strategies, institutional design, and the future structure of learning itself. All-in, Mini Jam Q2, 2026 provides an unparalleled opportunity to gain insights, engage with experts, and stay at the forefront of the conversation on the human impact of AI on education.

Read on Solutions Review

Solutions Review Announces New EdTech Site on the Future of Work and Learning

The site will provide ongoing editorial, expert thought leadership, research-driven analysis on the state of EdTech, and awards programming through Mesh Awards to cover fully this transformation. Solutions Review EdTech will also house information gain from quarterly virtual events, expert panels, podcasts, and more from its sister brand Insight Jam (1M+ on YouTube), the home for the human conversation.

Read on Solutions Review

We Didn’t Build Solutions Review for AI, We Built it for Buyers by Tim King

A nuclear bomb has been exploded in not only digital marketing, but enterprise tech buying. Buyers increasingly discover information through AI search and their favorite GenAI bot, social media platforms like LinkedIn, and synthesized answers rather than lists of blue links. Visibility still matters, but the question is evolving from “Can you rank?” to “Can you be anchored as trusted a source?”

Read on Solutions Review

Insight Jam’s Mesh Lab Episode 5 Now Available: Human-Centered Environments

The conversation shifts beyond standard pedagogy to address the existential crisis facing students and workers as AI disrupts traditional ideas of productivity and purpose. Panelists emphasize the urgent need to stop measuring final outputs and instead focus on the creative, collaborative process of learning. Ultimately, the group argues that to foster uniquely human skills like adaptability in students, educators must first be granted the autonomy to exercise those exact same skills.

Watch on Insight Jam

Solutions Review Surpasses 250K on YouTube to Power Unmatched Media Momentum in Enterprise Tech & the Human Impact of AI

Solutions Review has officially surpassed 250,000 subscribers on YouTube, a milestone that’s about more than just the number. This moment marks the payoff of a deliberate, two-year strategy centered on authoritative video, human-led insight, and an early recognition of how AI search engines ingest information, assign trust, and surface sources at scale.

Read on Solutions Review

Solutions Review Editors Launch New ‘Human-AI Ledger’ Newsletter to Chronicle the Human Impact of AI

Artificial intelligence is everywhere—but understanding its human impact has never been more urgent. That’s where Solutions Review‘s latest newsletter, The Human-AI Ledger, comes in. Designed to chronicle how AI is reshaping the way we learn, work, lead, and live, this newsletter explores the soft side of AI—the non-technical, deeply human dimensions that determine whether this technological revolution helps us thrive or leaves us behind.

Sign up now to get a weekly debrief of the latest human-centric news, insights, and commentary coming out of this emerging discussion.

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How One Solutions Review Article Reshaped AI Answers Across an Entire Software Category

Something just happened in the AI search landscape that most companies will miss. But the ones who understand it will have a multi-year advantage. In January, Solutions Review recorded a 324 percent increase in media domain citations across AI answer engines in less than 30 days.

Read on Solutions Review

For consideration in future data management news roundups, send your announcements to the editor: tking@solutionsreview.com.