Data Management News for the Week of May 1; Updates from Actian, Komprise, Monte Carlo & More

Solutions Review Executive Editor Tim King curated this list of notable data management news for the week of May 1, 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, 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 May 1, 2026

Actian’s VectorAI DB Is A Portable Vector Database For Regulated, Disconnected, And Edge AI—with 22x Faster Search

Actian has launched VectorAI DB, a vector database designed to run on‑prem, at the edge, and in air‑gapped or regulated environments where cloud‑only options fall short. Benchmarked with VDBBench on 10 million vectors, VectorAI DB delivered more than 22x higher throughput than popular open‑source alternatives on identical self‑hosted hardware, supports multimodal embeddings (text, images, audio, video, documents), and runs from embedded devices like NVIDIA Jetson and Raspberry Pi up through data centers with AES‑256 encryption and SDKs for Python, JavaScript, and frameworks such as LangChain and LlamaIndex.

Read on for more→ Actian VectorAI DB

Aerospike’s New AI-Native Dev Experience Lets Humans And Agents Co-Develop Against The Same NoSQL Platform

Aerospike has debuted a unified, AI‑native application development experience that makes it easier for both engineers and AI coding assistants to build on its real‑time NoSQL database. The release combines Aerospike Voyager (a visual desktop workspace with one‑click cluster connection and sample data), an embedded MCP server for agent tooling, and new Developer SDKs with chainable syntax and clear separation of app logic from operational policies, so humans and agents can explore data, query clusters conversationally, and generate production‑ready code in minutes without re‑architecting as load grows.

Read on for more→ Aerospike AI-native Dev Experience

definity Raises $12M And Coins “Agentic Data Engineering” To Run Lakehouse Pipelines On Autopilot

definity has unveiled its agentic data engineering platform alongside a $12 million Series A to optimize lakehouse and Spark data pipelines in production. The platform instruments jobs at runtime and feeds that telemetry to AI agents that automatically surface cost anomalies, predict and prevent job failures, and recommend or apply performance fixes so data teams can cut platform spend, reduce incidents, and accelerate delivery without manually sifting through logs and metrics.

Read on for more→ definity agentic data engineering

Komprise’s New Elastic Shares Patent Tackles The “Idle Compute” Problem In Unstructured Data Prep For AI

Komprise has been awarded a U.S. patent for Elastic Shares, a dynamic partitioning technology that continually redistributes unstructured‑data processing across a cluster in a streaming fashion. Elastic Shares delivers near‑linear speed‑up without needing to know dataset size or shape in advance, helping customers fully utilize compute, memory, and network resources while accelerating AI data ingestion, metadata extraction, migrations, tiering, and sensitive‑data discovery across file and object stores.

Read on for more→ Komprise Elastic Shares patent

Monte Carlo: 64% Of Enterprises Admit They Shipped AI Agents Before They Were Ready

New Monte Carlo research on “agents in production” finds that nearly two‑thirds of large enterprises (64%) deployed AI agents faster than engineering teams felt prepared to support. Among builders, 63% have already discovered an agent accessing data or systems they didn’t know it could reach, 36% cannot reliably disable or roll back a failing agent within minutes, and 70% expect to significantly rebuild or re‑architect systems they’ve already shipped—underscoring how far operational maturity is lagging behind agentic AI enthusiasm.

Read on for more→ Monte Carlo agents-in-production report

Precisely Automate Earns SAP Clean Core Certification So You Can Bulk-Update S/4HANA Without Touching The Core

Precisely Automate has achieved SAP Clean Core Certification (Conditional, Level C) for SAP S/4HANA Cloud Private Edition. The designation confirms that Precisely Automate can handle high-volume SAP data uploads, updates, and downloads—common in RISE with SAP and S/4HANA migrations—without modifying SAP’s core, helping customers keep upgrades safe and stay aligned with SAP’s Clean Core strategy while still automating data-heavy business processes.

Read on for more→ Precisely Automate SAP Clean Core

SAS Brings AI Agents And Copilots Directly Into Data Management So The “Plumbing” Is As Smart As The Models

SAS is extending its Viya platform with AI agents and copilots that focus on data management itself, not just analytics. New capabilities include SAS Viya Copilot for Code Assistance, which helps developers write and refine SAS and Python inside governed Studio projects, and SAS Data Maker, which generates statistically faithful synthetic data so teams can build, test, and share AI solutions without exposing sensitive records.

Read on for more→ SAS data management agents

Trifecta Adds Snowflake Services So Salesforce Shops Can Turn Connected Customer Data Into AI-Ready Pipelines

Salesforce partner Trifecta Technologies is rolling out Snowflake consulting and implementation services to help customers unify data, accelerate analytics, and prepare for AI use cases. By combining Snowflake’s AI Data Cloud with Salesforce Data Cloud, Trifecta is pitching a single, governed foundation where organizations can centralize structured, semi‑structured, and unstructured data and then layer on modern data architecture, engineering, and analytics capabilities tailored to AI‑driven customer experiences.

Read on for more→ Trifecta Snowflake services launch

Trust3 AI (Privacera) And Dell Embed Unified Governance Into The Dell Data Lakehouse For AI Factories

Trust3 AI, formerly Privacera, is expanding its collaboration with Dell Technologies to integrate its unified agentic governance platform directly into Dell’s Data Lakehouse and AI Factory infrastructure. The joint solution adds automated sensitive‑data discovery, write‑once‑apply‑everywhere policy enforcement, dynamic masking and encryption, and detailed AI auditing across Dell ECS, ObjectScale, and PowerScale, aiming to close the “governance friction gap” so regulated industries can feed Gemini, Anthropic, and other AI models with clean, compliant data.

Read on for more→ Trust3 AI–Dell AI-ready lakehouse

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.

Insight Jam and Donald Farmer Launch Waitlist for New Mesh Expert Group on the Last Mile: Analytics Leadership in the Age of AI

Over twelve monthly sessions, a cohort of just eight senior analytics and BI leaders works through the practical and strategic dimensions of leading in an AI-augmented environment.

The sessions build progressively: early months establish a framework for where human judgment remains indispensable; middle months address the operational pressures, data quality, governance, the proliferation of shadow AI tools, and conversational interfaces that complicate deployment in real organizations; later months turn toward team development, role evolution, and a planning horizon of two years.

Join the waitlist on Insight Jam

Udemy Launches The AI Literacy Course: Understand, Apply, and Lead with AI Featuring Dr. Olivier Maugain

Master AI fundamentals and practical business applications to future-proof your career and drive growth with AI. Explain the fundamentals of AI, including what it is, how it works, and why it matters in today’s business world. Demonstrate confidence in discussing AI concepts and collaborating effectively with technical teams.

View on Udemy

NEW Episode of The Human Conversation with Doug Atkinson: Use it As a Lever, Not a Crutch Featuring Dr. Joe Perez

The data analytics expert and international keynote speaker joins Doug to follow the economic logic of mass AI adoption to its quietly terrifying conclusion: companies eliminate every job, slash every cost, and discover too late that the people they fired were also their customers. Sharp, funny, and more honest than anything you’ll hear in a boardroom. This is the conversation about AI that actually respects your intelligence.

Watch on YouTube

Contributor Series: Why Your AI Investments Keep Failing (And How to Fix It) by Craig Gravina

Technology companies are projected to spend close to $700 billion on AI this year. Yet Semarchy’s 2026 AI report reveals a striking confidence gap at the heart of these ambitions. Ninety-nine percent of US enterprises consider themselves AI-ready, and 88% believe they’re ahead of their competitors. But when you look closer, 60% of those same organizations cite data management and governance as their number one challenge. That contradiction tells you everything you need to know about where AI investments are going wrong.

Read on Solutions Review

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Mini Jam, Q1 2026 On-Demand: The Skills Reckoning on March 31

This program is designed not simply to comment on change, but to explore the structural redesign of education and workforce systems now required to keep pace with it. For leaders operating at the intersection of AI, education, upskilling, and L&D, the Q1 Mini Jam offers a clear view into the forces reshaping how capability is defined, developed, and deployed in the years ahead.

Watch on YouTube

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