Data Management News for the Week of September 11; Updates from Cloudera, Pinecone, RavenDB & More

Solutions Review Executive Editor Tim King curated this list of notable data management news for the week of September 11, 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 September 11, 2026

Akamai And MuleSoft Pair API Runtime Defense With Agent And MCP Governance

Akamai and MuleSoft have expanded their technology collaboration to integrate Akamai API Security with MuleSoft Agent Fabric, combining API inventory and runtime threat intelligence with governance for APIs, MCP servers, agents, and AI interactions. The two-way integration synchronizes API specifications and environment data, detects discrepancies between design and live traffic, and feeds Akamai behavior analytics and risk scores into MuleSoft’s control plane to help teams find shadow APIs and unmonitored MCP endpoints; it is available now and in use by more than 20 organizations.

Read on for more→ Akamai and MuleSoft Unify Real-Time API Defense and AI Policy Control

Ataccama Gives AI Agents A Way To Validate Enterprise Data Quality Before Use

Ataccama has introduced capabilities that let AI agents check whether data meets required quality thresholds before using it for analysis or automated actions. The approach is intended to extend data-quality controls into agentic workflows, helping enterprises prevent inaccurate, incomplete, or noncompliant data from shaping AI-generated decisions and outputs.

Read on for more→ Ataccama Lets Agents Check If Data Is of a High Enough Quality

Cloudera Finds Manufacturing AI Programs Stalled By Governance And Workflow Gaps

Cloudera’s Data Readiness Index 2026 found that 20% of manufacturing organizations cite weak integration of AI and analytics into operational workflows as the leading reason initiatives fail to achieve expected ROI. Although 82% report visibility into where their data resides, only 58% say all or nearly all data is fully governed, exposing the challenge of applying AI across fragmented factory, supply-chain, enterprise, and edge data environments.

Read on for more→ Manufacturing AI Initiatives Face Governance and Workflow Integration Challenges

NETSCOUT Launches Data Platform For AI-Driven Network Operations And Cost Control

NETSCOUT has introduced a data platform designed to support AI-driven network operations by unifying operational network data for improved visibility, analysis, and automation. The platform aims to help IT and network teams manage growing data volumes, accelerate troubleshooting, and control the operational costs of adopting AI across complex enterprise infrastructure.

Read on for more→ NETSCOUT Data Platform Transforms AI-Driven Network Operations and Controls Costs

Quantum Automates Data Placement To Cut Storage Costs And Improve AI Readiness

Quantum has introduced Autonomous Data Management, a platform that analyzes enterprise data to identify inactive, duplicate, outdated, orphaned, and risk-sensitive content, then applies policy-driven automation to optimize placement and management across storage environments. The offering is designed to reclaim primary capacity, reduce storage and backup spending, lower exposure to sensitive data, and improve governance and availability as organizations retain growing data volumes for AI, analytics, and compliance.

Read on for more→ Quantum Introduces Autonomous Data Management, Dramatically Reducing Storage Costs While Increasing Efficiency and Availability

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.

Thought Leaders: Intersystems Summit 2026: A Peek Into Converged AI Workloads by BARC’s Kevin Petrie

InterSystems gets me excited for a few reasons. They are proud to be privately held, their AR team rocks, and President Don Woodlock shares my love of kayaking. But the most exciting part of their analyst summit last week was peeking into the world of converged workloads that will make or break the success of AI.

Read on Solutions Review

Contributor Series: Leveraging Modern Data Strategies to Optimize University Websites by DMike McGetrick

Higher education institutions have spent years adapting their outreach strategies to better connect with and address the needs of digital natives. Now, institutions are forced to navigate yet another generational shift: As Generation Alpha begins the college search process, institutions must improve how they attract what is being aptly referred to as the digitally immersed “glass generation.” AI and social media channels have surged as destinations to learn more about a college or university, but an institution’s own website remains the first place students and their parents visit to seek information.

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.