Data Management News for the Week of April 3; Updates from Collibra, Liquibase, Oracle & More

Solutions Review Executive Editor Tim King curated this list of notable data management news for the week of April 3, 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 April 3, 2026

BigID Unifies Privacy Management Across People Data And AI In A Single Platform

BigID has launched Unified Privacy Management for People Data and AI, combining personal-data discovery, data rights automation, consent enforcement, and AI privacy governance in one system. The platform automatically discovers and classifies personal data across structured and unstructured sources, correlates it back to individuals, and enforces access, deletion, and consent policies—even across AI training sets and vector databases. BigID emphasizes that every action is validated, logged, and audit-ready, aiming to replace fragmented tools that make privacy programs difficult to prove under scrutiny.

Read on for more→ https://www.prnewswire.com/news-releases/bigid-unifies-privacy-management-across-people-data-and-ai–from-preference-portals-to-deletion-in-one-platform-302728538.html

Celigo’s Ora And Agent Builder Turn Natural-Language Requests Into Governed Automations

Celigo has introduced Ora, a natural-language interface that lets business users describe the outcomes they want and then builds, manages, and governs automations for them. Agent Builder complements Ora with a low-code environment for crafting AI agents that can reason over tasks and take action across enterprise systems using Celigo’s MCP server and integration fabric. The combined offering aims to move from scattered AI tools to a unified, governed automation layer that business teams can safely control.

Read on for more→ https://www.businesswire.com/news/home/20260331867475/en/Celigo-Ora-and-Agent-Builder-Bring-the-Power-of-Enterpri

Cloudera Showcases “AI Anywhere” At AWS Summits, Emphasizing Hybrid AI

Cloudera will present its “AI Anywhere” strategy across eight AWS Summit events, highlighting how enterprises can run AI across hybrid and multicloud environments without sacrificing governance or sovereignty. The company will demonstrate how its hybrid data platform plus AWS services let organizations keep data portable and compliant while placing AI workloads where they run best—on-premises, in AWS, or across both. Sessions and demos will focus on avoiding lock-in, unifying data and AI, and meeting residency and regulatory requirements in different countries.

Read on for more→ https://www.cloudera.com/about/news-and-blogs/press-releases/2026-03-31-cloudera-brings-ai-anywhere-innovation-to-global-aws-summit-series.html

Collibra/Harris Poll: Leaders Expect To Spend More On AI, But Most Say It’s Under-Delivering

A Collibra survey with The Harris Poll finds that 84% of U.S. tech decision-makers believe organizations must increase AI spending over the next 12 months to stay competitive with Big Tech. At the same time, 88% say most organizations are still not using AI to its full potential, and 93% think companies should be required to disclose their use of AI tools and agents for transparency and responsible use. The results underscore a tension between aggressive AI investment and lingering gaps in value realization, governance, and trust.

Read on for more→ https://www.prnewswire.com/news-releases/new-collibra-survey-by-the-harris-poll-finds-84-of-decision-makers-say-organizations-must-increase-ai-spending-in-2026-to-remain-competitive-with-big-tech-with-almost-half-saying-ai-is-falling-short-302727628.html

DataCamp And LangChain Launch An AI Engineering Track Focused On Real-World Agentic Apps

DataCamp and LangChain have partnered on an “AI Engineering with LangChain” learning track that teaches developers how to build and deploy AI applications at scale. Aimed at Python-fluent software developers and data practitioners, the curriculum covers app development, evaluation, RAG, tool use, and agent-based systems, all delivered through DataCamp’s AI-native learning environment. Learners work with an AI Tutor that provides real-time feedback, mirroring modern AI engineering workflows.

Read on for more→ https://www.businesswire.com/news/home/20260330975242/en/DataCamp-and-LangChain-Partner-to-Launch-AI-Engineering-Learning-Track

Hammerspace Adds FIPS 140-3 Validation As It Pushes Deeper Into Regulated AI Data Estates

Hammerspace has announced FIPS 140-3 validation for its cryptography modules, paving the way to integrate certified encryption into its AI data platform. The certification is key for governments and regulated industries that require validated crypto for protecting sensitive data at rest and in motion in AI and analytics workflows. Hammerspace plans to fold the certified cryptography directly into its global data orchestration layer.

Read on for more→ https://finance.yahoo.com/sectors/technology/articles/hammerspace-announces-fips-140-3-120000077.html

IBM And Arm Team Up On Dual-Architecture Platforms For Mission-Critical AI And Data Workloads

IBM and Arm have entered a strategic collaboration to develop dual‑architecture enterprise hardware that can run AI and data‑intensive workloads with greater flexibility, reliability, and security. The work focuses on expanding virtualization so Arm-based software environments can operate within IBM systems, enabling enterprise platforms to recognize and execute Arm applications while meeting high-availability, security, and data-sovereignty requirements. By creating shared technology layers between architectures, IBM and Arm aim to broaden the software ecosystem and give enterprises more choice in how they deploy and scale modern workloads without abandoning existing investments.

Read on for more→ https://newsroom.ibm.com/2026-04-02-ibm-announces-strategic-collaboration-with-arm-to-shape-the-future-of-enterprise-computing

Liquibase Adds Change Intelligence To Make Database Delivery Safer And More Observable

Liquibase has unveiled Change Intelligence and a suite of Secure Deployment Connectors to strengthen database change governance. Change Intelligence pulls together deployment activity, environment status, drift signals, policy outcomes, and history to help teams see what changed, where risk is emerging, and what needs attention, with AI-assisted analysis to speed investigation. New connectors for ServiceNow, GitHub, Harness, and Terraform extend governed database change into existing planning and delivery tools, replacing manual SQL and siloed approvals.

Read on for more→ https://www.businesswire.com/news/home/20260330149363/en/Liquibase-Unveils-Change-Intelligence-and-New-Connectors-for-Governed-Database-Delivery

MindsDB Launches Anton, An Open-Source Autonomous BI Agent For Defensible Conversational Analytics

MindsDB has introduced Anton, an open-source autonomous BI agent that turns natural-language questions into tables, interactive charts, and dashboards in a single interaction. Analysts define access guardrails, validate outputs, and codify business rules so Anton’s speed doesn’t undermine governance, effectively turning analysts into stewards and trainers of the agentic platform. Anton uses multi-layered memory to retain context and organizational conventions over time, improving with each interaction while keeping human oversight and corporate policy at the center of decision-making.

Read on for more→ https://www.prnewswire.com/news-releases/mindsdb-launches-anton-an-open-source-autonomous-bi-agent-for-conversational-analytics-302732433.html

Redpanda Streaming 26.1 Introduces The R1 “Adaptable Streaming Engine”

Redpanda Streaming 26.1 debuts the R1 engine, billed as the industry’s first adaptable streaming engine that runs mission-critical apps, agentic AI workloads, and data-lake pipelines on a single platform. The multi-modal engine lets teams tune performance, safety, and efficiency at the topic level, reducing the need for separate specialized clusters. Redpanda positions this as an answer to “streaming sprawl,” providing a unified foundation for modern data and AI streaming workloads.

Read on for more→ https://finance.yahoo.com/sectors/technology/articles/redpanda-streaming-delivers-industrys-first-130000843.html

Snowflake Names Michel Nader To Lead META As AI Data Cloud Adoption Grows

Snowflake has appointed Michel Nader as General Manager for the Middle East, Turkey, and Africa (META) to drive adoption of its AI Data Cloud in the region. Nader brings over 25 years of enterprise technology leadership and will focus on growing Snowflake’s footprint, advancing AI initiatives such as Snowflake Intelligence and Cortex Code, and deepening ecosystem partnerships aligned to national digital strategies. The move underscores META’s importance as governments and enterprises accelerate AI and data modernization.

Read on for more→ https://www.snowflake.com/en/news/press-releases/snowflake-appoints-michel-nader-to-lead-meta-region-advancing-regional-ai-ambitions/

Teradata Lands On 2026 Constellation ShortList For Hybrid And Multicloud Analytics

Teradata has been named to the 2026 Constellation ShortList for Hybrid and Multicloud Analytical Data Platforms, selected as one of three vendors from more than three dozen evaluated. The report highlights Teradata’s support for hybrid deployment, vendor-operated cloud service, strong governance and management, mixed-workload performance, and AI-readiness for analytics and data science.

Read on for more→ https://finance.yahoo.com/sectors/technology/articles/teradata-named-2026-constellation-shortlist-130000922.html

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

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 is Getting Set to Host Informatica for the Spotlight event: The Transparency Mandate: Navigating the Digital Product Passport on April 22

With the next Spotlight event, the team at Solutions Review has partnered with leading AI-powered cloud data management vendor Informatica. In this session, Chris from Informatica will explore a strategic framework for mastering global product traceability. He will move beyond the regulatory hype to discuss the architectural foundation required to unify multi-tier supply chain data into a single, trusted source of truth that strengthens brand equity and ensures compliance.

Read on Solutions Review

NEW Episode of The Human Conversation with Doug Atkinson: Why Most Companies Will Lose the AI Race Featuring Kevin Petrie

They cover why data quality has vaulted to the #1 obstacle to AI success, how the arms race between OpenAI, Anthropic, and Google is going to force some uncomfortable business decisions, and whether consulting, legal, and other knowledge-work industries are really safe from disruption. Kevin also makes the case for why Anthropic is quietly pulling ahead on the corporate front — and what that means for the future of enterprise software.

Watch on YouTube

The Editors Lens: The 9 Best Durable Skills Development Solutions for 2026 by Tim King

At Solutions Review, this shift aligns directly with our evolution as a media platform focused on the human impact of AI. As organizations rethink how work gets done, they are also rethinking how people are developed. The platforms in this list represent a new generation of solutions designed to build durable skills in a systematic, measurable, and scalable way. Listed alphabetically, these are ten of the best platforms to evaluate in 2026.

Read on Solutions Review

Thought Leaders: When Your Data Governance Program Thinks Like Bamboo by Dr. Joe Perez

There’s much more to the picture I just painted than botany. I see it as a practical sketch for how to build a program that actually moves. Teams ask me how to keep governance from slowing everyone down. They expect me to say, “Add more process” or “Buy a bigger tool.” What I tell them instead is simple: study how things that grow fast stay strong.

Read on Solutions Review

Thought Leaders: What Happened to Decisions? by Dr. Samir Sharma

There’s a fundamental mistake playing out in boardrooms right now. Organizations are racing to build AI solutions, without being clear on the decisions those solutions are meant to improve. It sounds obvious, but it isn’t. Somewhere along the way, we have allowed the conversation to drift from “What decisions matter most to our business?” to “What can we build with AI?”

Read on Solutions Review

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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.