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News articleVentureBeat AI

When agents act on their own, governance has to live in the data layer

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VentureBeat AI - Enterprise Ai Title: When agents act on their own, governance has to live in the data layer Date: 2026-08-27 12:01 Source: https://venturebeat.com/security/when-agents-act-on-their-own-governance-has-to-live-in-the-data-layer <p><i>Presented by EDB </i></p><hr /><p>As enterprises give AI agents more au…
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  • Governance cannot depend on an agent choosing to follow policy; it must be enforced by the system, constructing bounds the agent cannot cross rather than hoping it stays in bounds.

    60% confidence
  • Declared purpose becomes an attribute the access layer already understands, evaluated in the same policy path as role and row-level security; the enforcement mechanism does not change, but the agent's purpose becomes part of what it evaluates and part of what the record proves afterward.

    60% confidence
  • For regulated industries, data sovereignty combined with source-level enforcement is a precondition for putting agents into production at all.

    60% confidence

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Ce que nous observons
Agentic Enterprise Software Consolidates: Big Platforms Push Autonomy While Startups Get Absorbed
Enterprise software is shifting toward autonomous, AI-agent-driven products. SAP (Autonomous Enterprise, Joule), Meta (a new Enterprise Platform led by ex-MongoDB CEO Chirantan Desai) and UiPath (raised guidance) are pushing from the top. Meanwhile AI-security and governance startups are being acquired (Fortinet–Virtue AI, Harvey–Guardrails AI, Tiny–Oso Cloud) and seed-stage agent companies keep raising capital (Dextr, Latitude, Groq). Investors such as Norwest's Sean Jacobsohn see finance and ERP back-office software as the easier area to disrupt. Trust and enforced governance are treated as preconditions for regulated sectors like finance, and AI is judged unreliable for calculations.
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EPKINLY Regulatory-Clinical Success Cascade
High probability of expanded label indications, additional combination approvals, and competitive positioning strength in follicular lymphoma market. Predicts positive commercial uptake and potential accelerated review for related indications.
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Là où les sources divergent
ING Group
Both facts record the same metric (shares_outstanding) for ING Group at the identical observation date (2025-12-31). FACT A states 2,902,437,688 shares; FACT B states 2,902 million shares (2,902,000,000). The difference is 437,688 shares (~0.015%). This is a genuine value conflict, though the discrepancy appears to result from FACT B rounding to the nearest million while FACT A provides the precise count.
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