![\"\"](\"https:\/\/solutionsreview.com\/data-management\/files\/2026\/04\/Data-Management-2026-04-10-scaled.jpg\")
<\/p>\n<\/p>\n
Solutions Review Executive Editor Tim King curated this list of notable data management news for the week of April 10, 2026.<\/strong><\/em><\/p>\n 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.<\/p>\n For early access to all the expert insights published on Solutions Review<\/em>, join Insight Jam<\/em><\/a><\/strong><\/span>, a community dedicated to enabling the human conversation on AI.<\/p>\n Actian\/BARC: Data Products Make Organizations 3.4x More Likely To Scale AI<\/strong><\/p>\n New global research from Actian and BARC finds organizations with company\u2011wide data products are 3.4 times more likely to move AI projects into production successfully. Among those with broad data\u2011product adoption, 85% report three or more AI projects in production and 77% have at least one agentic or autonomous system live, versus 25% and 23% respectively for organizations not yet using data products\u2014highlighting curated, contract\u2011backed data as a core AI\u2011scale advantage.<\/p>\n Read on for more\u2192 https:\/\/www.actian.com\/company\/press-releases\/organizations-using-data-products-are-3-point-4-times-more-likely-to-successfully-scale-ai-according-to-actian-study-by-barc\/<\/p>\n Adeptia Automate 5.2 Makes Integrations Directly Observable To AI Assistants Via MCP<\/strong><\/p>\n Adeptia\u2019s Automate 5.2 release adds a native Model Context Protocol (MCP) server so AI assistants and humans can query, monitor, and diagnose integration environments in real time without ever opening a dashboard. By exposing first\u2011mile integration pipelines as AI\u2011accessible systems\u2014along with upgrades to its AI Mapping Co\u2011Pilot and reusable business rules\u2014the platform turns messy external inputs into monitored, prompt\u2011driven intelligence that both people and agents can act on.<\/p>\n Read on for more\u2192 https:\/\/www.prnewswire.com\/news-releases\/adeptia-makes-integrations-ai-observable-with-adeptia-automate-5-2–302738367.html<\/p>\n Cloudera Extends Hybrid Data Platform For A Decade, Adds Elastic Bursting And Open Iceberg Sharing<\/strong><\/p>\n Cloudera is advancing its hybrid data platform with long-term support through 2032, synchronized updates across on\u2011premises and public clouds, and stronger SLAs to reduce upgrade risk and downtime. New capabilities include cloud bursting that elastically adds compute in the cloud without replicating data, automated Apache Iceberg optimization that can improve query performance by up to 38% and reduce storage by as much as 36%, and secure Iceberg data sharing so partners and downstream platforms can query live tables via open standards instead of brittle copies and exports.<\/p>\n Read on for more\u2192 https:\/\/www.globenewswire.com\/news-release\/2026\/04\/08\/3270161\/31982\/en\/Cloudera-Advances-Hybrid-Data-Platform-with-Long-Term-Stability-Elastic-Scale-and-Open-Data-Interoperability.html<\/p>\n DBmaestro Turns Database DevOps Into An Agent-Governed MCP Playground<\/strong><\/p>\n DBmaestro has launched a Model Context Protocol (MCP) server that lets AI agents safely execute real database DevOps workflows\u2014like multi-environment deployments and release pipeline creation\u2014through natural language prompts. The platform keeps role-based permissions, compliance tracking, and full audit trails in place, aiming to deliver \u201cagentic database DevOps\u201d where AI accelerates execution but deterministic engineering standards and governance remain firmly in control.<\/p>\n Read on for more\u2192 https:\/\/devops.com\/dbmaestro-introduces-agentic-database-devops-with-mcp-server\/<\/p>\n Dremio Pushes Iceberg V3 And Polaris To Cement Its Open Lakehouse Position<\/strong><\/p>\n Dremio is doubling down on Apache Iceberg with general availability of Iceberg V3 in Dremio Cloud, improved handling for semi\u2011structured data and row\u2011level changes, and stronger schema\u2011evolution support. The company is also highlighting governance wins like engineer JB Onofre\u2019s election to the Apache Software Foundation board and continued Apache Polaris momentum, positioning Dremio as a primary\u00a0architect\u00a0of open, interoperable lakehouse standards rather than just a consumer.<\/p>\n Read on for more\u2192 https:\/\/sg.finance.yahoo.com\/news\/dremio-deepens-apache-iceberg-leadership-160500000.html<\/p>\n Lucidworks Launches MCP Server To Slash Agent\u2013Data Integration Work By Up To 10x<\/strong><\/p>\n Lucidworks has released a Model Context Protocol (MCP) server that gives AI agents a single, standardized way to access enterprise knowledge through the Lucidworks Platform. Early deployments show organizations can reduce integration timelines by up to 10x and save more than $150,000 per integration while ensuring every AI response is governed by existing relevance models, pipelines, and security controls.<\/p>\n Read on for more\u2192 https:\/\/www.globenewswire.com\/news-release\/2026\/04\/08\/3269912\/0\/en\/Lucidworks-Launches-Model-Context-Protocol-to-Reduce-AI-Agent-Integration-Timelines-by-Up-to-10x.html<\/p>\n Precisely Extends FedRAMP Data Integrity With Geo Addressing APIs For Public-Sector Workloads<\/strong><\/p>\n Precisely has expanded its FedRAMP\u2011authorized Data Integrity Suite to include the Geo Addressing API, bringing address verification, geocoding, and autocomplete into a single, secure endpoint. U.S. agencies and regulated organizations can now modernize address\u2011driven workflows\u2014like benefits, permitting, and emergency services\u2014with verified, consistently geocoded addresses while staying within federal cloud security requirements.<\/p>\n Read on for more\u2192 https:\/\/www.prnewswire.com\/news-releases\/precisely-expands-fedramp-authorized-offering-with-address-verification-and-geocoding-302735072.html<\/p>\n Redpanda Connect Adds Oracle And DynamoDB CDC, Plus Salesforce Connectors, To Break Down Streaming Silos<\/strong><\/p>\n Redpanda has expanded Redpanda Connect with CDC inputs for Amazon DynamoDB and Oracle, along with new Salesforce processor and output components. The Kubernetes\u2011native connectors let teams stream changes from legacy databases and SaaS systems into Redpanda for search, fraud, inventory, or AI workloads\u2014without standing up Kafka clusters or fragile middleware stacks that historically made CDC pipelines hard to adopt.<\/p>\n Read on for more\u2192 https:\/\/finance.yahoo.com\/sectors\/technology\/articles\/redpanda-connect-breaks-down-data-130000179.html<\/p>\n Snowflake Lays Out Its Playbook For Data \u201cAgency\u201d With Iceberg, Polaris, And pg_lake<\/strong><\/p>\n Snowflake is detailing how it plans to give customers true\u00a0agency<\/strong>\u00a0over their data\u2014choosing engines and locations freely while keeping one logical copy and consistent governance. The strategy centers on Apache Iceberg v3 as the common table format, Apache Polaris as an open catalog, and pg_lake to bring Postgres\u2011native workloads into the same interoperable data plane, so AI and analytics can run anywhere without re\u2011building semantics or controls.<\/p>\n Read on for more\u2192 https:\/\/www.snowflake.com\/en\/blog\/develop-agency-data-interoperability\/<\/p>\n StreamNative\u2019s Lakestream Makes Kafka Topics And Iceberg Tables The Same Object<\/strong><\/p>\n StreamNative has unveiled its Lakestream architecture and Ursa for Kafka (UFK), a service that unifies data streaming and the lakehouse by writing streams directly to open table formats like Iceberg and Delta Lake. In this model, a Kafka topic and an Iceberg table can literally be the same underlying object in cloud object storage, coordinated by a Lakestream Catalog and stateless protocol servers so Kafka, Pulsar, and others can all write to one storage layer without connectors or batch movement.<\/p>\n Read on for more\u2192 https:\/\/finance.yahoo.com\/sectors\/technology\/articles\/streamnative-introduces-lakestream-architecture-launches-130000338.html<\/p>\n TrueCommerce Embeds Agentic AI To Cut EDI Complexity And Slash Onboarding Time<\/strong><\/p>\n TrueCommerce is embedding agentic AI across its supply chain connectivity platform to speed EDI automation, trading partner onboarding, and customer support. New capabilities like AI-guided Truedi assistance and intelligent trading-partner mapping are designed to provide always-on project guidance and context-aware next steps, with early results showing up to 50% faster onboarding for retailers such as Amazon, Walmart, and Target.<\/p>\n Read on for more\u2192 https:\/\/www.truecommerce.com\/press-release\/truecommerce-drives-faster-smarter-trade-with-new-agentic-ai-powered-platform-innovations\/<\/p>\n Insight Jam<\/em> and Donald Farmer Launch Waitlist for New Mesh Expert Group on the Last Mile: Analytics Leadership in the Age of AI<\/em><\/strong><\/p>\n 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.<\/p>\n 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.<\/p>\n Join the waitlist on Insight Jam<\/em><\/a><\/p>\n Solutions Review<\/em> is Getting Set to Host Informatica for the Spotlight event: The Transparency Mandate: Navigating the Digital Product Passport on April 22<\/strong><\/p>\n With the next\u00a0Spotlight event<\/a><\/strong>, the team at\u00a0Solutions Review<\/em> 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.<\/p>\n Read on Solutions Review<\/em><\/a><\/p>\n Thought Leaders: Drucker’s Five Questions in the Age of AI: A Test Most Organizations Are Failing by Samir Sharma<\/strong><\/p>\n I received an email yesterday that took me back 30 years to when I did Management Science at university and specifically Peter Drucker\u2019s five questions from a marketing strategy standpoint. What struck me is that the questions are global within themselves and can be used for any \u201cstrategy\u201d. Hence, why I\u2019ve applied them to AI, because of course that\u2019s the buzz these days, if you haven\u2019t heard!<\/p>\n Read on Solutions Review<\/em><\/a><\/p>\n –<\/p>\n Mini Jam, Q1 2026 On-Demand: The Skills Reckoning on March 31<\/b><\/p>\n 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.<\/p>\n Watch on YouTube<\/a><\/p>\n Solutions Review <\/i>Surpasses 250K on YouTube to Power Unmatched Media Momentum in Enterprise Tech & the Human Impact of AI<\/b><\/p>\n Solutions Review<\/em>\u00a0has officially surpassed\u00a0250,000 subscribers on YouTube<\/a><\/strong>, a milestone that\u2019s about more than just the number. This moment marks the payoff of a deliberate, two-year strategy\u00a0centered on authoritative video<\/a><\/strong>,\u00a0human-led insight<\/a><\/strong>, and an early recognition of how AI search engines ingest information, assign trust, and surface sources at scale.<\/p>\n Read on Solutions Review<\/em><\/a><\/p>\n Solutions Review<\/em> Editors Launch New ‘Human-AI Ledger’ Newsletter to Chronicle the Human Impact of AI<\/strong><\/p>\n Artificial intelligence is everywhere\u2014but understanding its human impact has never been more urgent. That’s where Solutions Review<\/em>‘s latest newsletter, The Human-AI Ledger<\/i><\/a><\/strong><\/span>, 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\u2014the non-technical, deeply human dimensions that determine whether this technological revolution helps us thrive or leaves us behind.<\/span><\/p>\n Sign up now to get a weekly debrief of the latest human-centric news, insights, and commentary coming out of this emerging discussion.<\/span><\/p>\nTop Data Management News for the Week Ending April 10,<\/strong>\u00a02026<\/strong><\/h2>\n
\nExpert Insights<\/strong><\/h3>\n
![\"\"](\"https:\/\/solutionsreview.com\/wp-content\/uploads\/2025\/03\/oie_27222236ofAWJfyu.png\")
<\/a>Watch this space each week as our editors will share upcoming events, new thought leadership, and the best resources from Insight Jam<\/em>, Solutions Review’s enterprise tech community<\/a><\/strong><\/span> 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.<\/p>\n