Data Management News for the Week of August 21; Updates from Cribl, Graphwise, The Modern Data Company & More

Solutions Review Executive Editor Tim King curated this list of notable data management news for the week of August 21, 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 August 21, 2026

Cloudera Launches Hybrid Platform For Governed Agentic AI Across Data Environments

Cloudera Anywhere Cloud is a new platform for building and operating data and AI applications across public clouds, sovereign infrastructure, private data centers, and edge environments through a single control plane. It combines modular self-service deployment, open interoperability—including Apache Iceberg and Polaris catalog support—and an agentic copilot designed to automate data and infrastructure workflows without requiring sensitive data to move.

Read on for more→ Cloudera Powers the Agentic AI Era with Cloudera Anywhere Cloud

Concentric AI Uses Visual Signatures to Find Sensitive Data Beyond OCR

Concentric AI has added a vision-model capability to its Semantic Intelligence platform that identifies sensitive documents with consistent visual traits, including passport and driver-license images, even when the contents are blurred. The feature is intended to give security teams a lower-cost, more resilient alternative to OCR for discovering sensitive data in image-heavy environments and lets partners build models for organization-specific document types.

Read on for more→ Concentric AI’s New Feature Expands Sensitive Data Discovery for Documents with Consistent Visual Signatures

Cribl Acquires AI SOC Technology to Run Threat Investigations On Unified Telemetry

Cribl has acquired technology assets from Radiant Security to add AI-native alert triage, investigation, and remediation capabilities to its telemetry platform. Rather than depending on static playbooks or another standalone security tool, the company plans to let the AI SOC application generate investigation logic for each alert and query telemetry data wherever it resides, helping teams reduce false positives and speed incident response.

Read on for more→ Cribl Advances AI-Powered Security Operations with New AI SOC Acquisition

Oakley Capital Takes Majority Stake in Graphwise to Scale Trusted AI Knowledge Infrastructure

Oakley Capital has acquired a majority stake in Graphwise, the knowledge-graph and semantic-layer provider formed in 2024 through the merger of Ontotext and Semantic Web Company. The investment will support international expansion, go-to-market development, and selective acquisitions as Graphwise helps regulated and data-intensive organizations ground AI, search, and analytics applications in connected, governed enterprise knowledge.

Read on for more→ Oakley Capital Invests in Graphwise to Help Enterprises Ground AI in Trusted Knowledge

Liquibase Says AI Governance Must Shift From Model Oversight to Production Change Controls

Liquibase argues that recent AI-agent incidents involving Replit, PocketOS, OpenAI, and Anthropic demonstrate that enterprise risk increasingly stems from what AI systems can access and execute—not simply from their model capabilities. The company’s proposed response is to govern the boundary where recommendations become durable production changes, using policy enforcement, impact analysis, traceability, and recoverability across database changes generated by developers, automation, or AI agents.

Read on for more→ The OpenAI and Anthropic Incidents Mark a Turning Point for AI Governance

The Modern Data Company Survey Finds AI Agent Rollouts Are Outpacing Enterprise Data Readiness

The Modern Data Company’s interim survey of more than 540 data leaders found that 57.3% of organizations are piloting or operating AI agents, yet only 8.4% say the data feeding those systems is sufficiently trustworthy for production. Data quality and trust, missing context and lineage, and security ranked well above skills and tooling as barriers to deployment, reinforcing the need for governed context layers, traceability, and clear accountability before agents can act reliably across enterprise systems.

Read on for more→ AI Agents Are Advancing Faster Than Enterprise Data Is Ready for Them

Snowflake Automates AI Model Selection to Cut Enterprise Inference Spend

Snowflake has added dynamic model routing to Cortex AI Gateway, enabling organizations to automatically choose models based on workload complexity, quality, latency, policy, and cost. The capability routes routine work to more economical models and complex reasoning tasks to frontier models, while providing controls for model access, token consumption, chargeback, quotas, and spending limits across AI apps and agents.

Read on for more→ Snowflake Unlocks Better AI Economics with Dynamic Model Routing, Delivering More Value to Customers

Tribal Partners With ServiceNow to Govern Enterprise AI Development

Tribal has partnered with ServiceNow to help enterprises build and deploy AI capabilities with stronger controls around governance, security, and operational oversight. The collaboration is aimed at combining ServiceNow’s enterprise workflow platform with Tribal’s AI-development expertise so organizations can move from experimentation to scalable AI use cases while maintaining policy and compliance requirements.

Read on for more→ Tribal Partners With ServiceNow To Empower Enterprise AI Development

WisdomAI Finds Enterprise AI Adoption is Moving Faster Than Trust and Governance

New WisdomAI research finds that enterprise AI deployment is outpacing organizational confidence in the accuracy, security, and governance of AI systems, leaving many initiatives trapped in pilot mode rather than scaling into production. The findings underscore the gap between executive urgency around AI and the data quality, governance, and trust requirements needed to operationalize it across business functions.

Read on for more→ New WisdomAI Research Shows Enterprise AI Adoption Has Outpaced Trust, Leaving Most Deployments Stuck at the Pilot Stage

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.

Editors Lens: Why Data Products Are the Missing Link Between Data Trust & Enterprise AI by Tim King

As organizations build AI-ready data architectures, simply storing, integrating, and governing information is no longer enough. Enterprise data must also be packaged, documented, owned, and delivered in ways that make it easy for both people and AI systems to discover, understand, and confidently consume.

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.