Observed Signal · Oct 5, 2026 · Market Signal · Source: Collibra · Impact: 4/5
Collibra acquires trail ML to automate AI governance from policy to production
Combination brings agent-powered automation, continuous assessment and runtime control to Collibra, helping enterprises automate governance and enforce AI policies, regulations and...
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Recent verified developments and strategic activity across this market segment.
Collibra Launches New Capabilities to Reduce the Hallucination Tax on Enterprise AI
New Products (Collibra Maestro, Live Map and Guardian Agents) Will Aim to Address Hidden Costs Associated with Scaling Effective AI Use. Collibra Becomes First Data and AI...
BMC Adds Governed AI Agents for Enterprise Workflows
BMC Software announced new capabilities that enable governed AI agents and assistants to securely access actionable intelligence and interact with enterprise workflows across mainframe, cloud, and hybrid environments. Central to the announcement are Model Context Protocol (MCP) innovations that connect AI agents to production workflows and live operational data while preserving governance, visibility, policy controls, and human oversight. BMC expanded MCP support in BMC AMI Assistant and Control‑M (via a Control‑M MCP server), and enhanced features across Control‑M Archive Service, AMI DevX Code Pipeline (SBOM-based CVE identification), AMI Ops Monitoring (AI-driven context-aware alarms), and AMI Cloud data mover. Recent integrations cited include AWS RDS, Oracle Data Transform, SAP CPI, Azure VMSS, Azure AI Foundry, and Dataiku.
New Survey from Collibra by The Harris Poll Finds 72% of Tech Decision-Makers Feel AI Initiatives Today Are Falling Short
Nearly Nine in Ten Respondents [87%] Burn Hours Re-Verifying Context for AI Agents, with 76% Facing Roadblocks Moving from Pilot Programs into Production. Collibra, the enterprise...
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