The Governance Gap
Most "AI Governance" tools are just questionnaires. They tell you if you are high risk. They don't help you manage it in production.
Article 14(4)(a)
"Detect and address anomalies"
Defkt implements deterministic replay logs that act as your flight recorder, catching drift before it becomes a liability.
Article 14(4)(e)
"Intervene or interrupt"
We build the "Stop Button." Our middleware sits between your agent and the world, halting execution when governance policies are violated.
Infrastructure in the Loop
01 // The Compliance Debt
Don't build a "Paper Shield."
Most AI compliance platforms are built for the badge, not the behavior. They automate screenshots, "vibe-check" policies, and provide a "Trust Report" that satisfies an auditor but fails a CISO.
In the world of Article 14 (Infrastructure in the Loop), a static screenshot of a policy is not a control. It’s a liability. If your agentic loop deviates in production, a "Compliance %" card won't save your ARR.
02 // Operationalizing Article 14
Technical Runtime Governance.
Defkt provides the governance required by the EU AI Act and ISO 42001. We don't just collect evidence; we generate the Deterministic Audit Trail for every agentic action.
- → Loop Health Monitoring: Real-time detection of "Stochastic Drift" and hallucination spirals.
- → Capability Governance: Scoped, traceable tool-use that maps directly to Annex A controls.
- → Process Variance Analysis: Mathematical proof (PM4Py) of your agent's "Golden Path" vs. its actual execution.
03 // The Execution Gap
Forensic Integrity vs. Narrative Automation.
Generalist GRC platforms rely on "People Debt"—1:1 support from "AI engineers" to manually validate your evidence. We believe governance should be an infrastructure, not a consulting project.
Defkt replaces "Trust me, I'm an AI" with Forensic Provenance. Every action is hashed, every decision is mapped, and every deviation is caught by a deterministic kill-switch.
The Verdict:
Static GRC is for the badge. Defkt is for the Control.
Continuous Evidence
(Article 72)
You cannot prove compliance with a one-time audit. Article 72 requires a Post-Market Monitoring System.
Defkt provides the infrastructure to collect, document, and analyze performance data throughout the system's lifetime. We turn your logs into legal evidence.
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