Most companies run AI in production with zero compliant documentation. VDF AI Compliance generates Annex IV technical docs, transparency notices, and logging specs through a structured owner interview.
EU AI Act Articles 11 and 13 mandate extensive documentation for high-risk systems. ISO 42001 Clause 7.5 requires documented information for 38 controls. Developers resist documentation — model cards are seen as bureaucratic overhead.
A structured questionnaire interviews the system owner on use case, training data, testing, performance, human oversight, and update procedures — then generates Annex IV technical documentation, Article 13 transparency disclosures, and Article 12 logging specifications, all versioned for regulatory inspection.
Structured questions extract documentation requirements without developer friction.
Produces EU AI Act Annex IV documentation per high-risk system.
Drafts Article 13 user-facing transparency disclosures.
Generates Article 12 logging architecture and decision log.
Satisfies EU AI Act Art. 11, Art. 12, Art. 13, and ISO 42001 Clause 7.5 with tamper-evident, versioned document storage.
A practical view of where this workflow breaks, how VDF AI handles it, and what the governed agent stack looks like in production.
Most companies run AI in production with zero compliant documentation. VDF AI Compliance generates Annex IV technical docs, transparency notices, and logging specs through a structured owner interview.
EU AI Act Articles 11 and 13 mandate extensive documentation for high-risk systems. ISO 42001 Clause 7.5 requires documented information for 38 controls. Developers resist documentation — model cards are seen as bureaucratic overhead.
A structured questionnaire interviews the system owner on use case, training data, testing, performance, human oversight, and update procedures — then generates Annex IV technical documentation, Article 13 transparency disclosures, and Article 12 logging specifications, all versioned for regulatory inspection.
Satisfies EU AI Act Art. 11, Art. 12, Art. 13, and ISO 42001 Clause 7.5 with tamper-evident, versioned document storage.
The workflow is designed to produce measurable operational gains without losing enterprise control.
Typical integrations include GitHub, Document repositories, Model registries, Approval workflows. VDF AI can connect this workflow to adjacent use cases across the same business domain while keeping data, decisions, and review steps governed.
Misclassification exposes organisations to fines up to €35M or 7% of global revenue. VDF AI Compliance delivers regulation-grounded risk tier decisions with audit-ready rationale.
Read Use CaseOnly 18% of organisations have a governance council with real authority. VDF AI Compliance generates the operating model — charter, RACI, risk appetite, and approval lifecycle — in days.
Read Use CaseAI compliance monitoring continuously checks documentation, change trails, and evidence gaps before audit time. VDF AI Networks helps regulated teams maintain readiness with traceable summaries and alerts.
Read Use CasePractical answers for teams evaluating this workflow across security, operations, and deployment.
Talk to an expertAnnex IV technical documentation (Art. 11), user-facing transparency disclosures (Art. 13), record-keeping specifications (Art. 12), and a governance decision log.
No — a structured interview with the system owner extracts the information. The platform generates compliant documents from those answers.
Before the August 2026 high-risk system deadline — and whenever a new high-risk AI system enters production or undergoes material change.
Yes — all outputs are versioned with checksums and accessible for regulatory inspection.
Describe your workflow and we will help map the right governed agent network for your environment.
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