Thick wrapper vs thin wrapper — why regulatory AI needs a purpose-built system.
A five-question evaluation of source control, workflow depth, review evidence, change handling and exportability in regulatory AI products.
Source-linked guides, downloadable checklists and searchable trackers for teams turning regulatory text into operating requirements, controls, evidence and accountable decisions.
A five-question evaluation of source control, workflow depth, review evidence, change handling and exportability in regulatory AI products.
Prepare for 30 January 2027 across risk margin, proportionality, liquidity, reporting, governance, testing and implementation evidence.
Separate provider marking duties from deployer disclosures for chatbots, synthetic media, deepfakes, emotion recognition and public-interest text.
Who is a developer or deployer, which consequential decisions are covered, and how to operationalise notices, records and meaningful human review.
A practical reading of HB149’s targeted disclosures, prohibited uses, enforcement model, sandbox and sector-specific boundaries.
Individual clinical factors, qualified review of denials, regulator disclosures, periodic validation and the psychotherapy coverage prohibition.
Coverage thresholds, public frontier-AI frameworks, model transparency reports, incident reporting and whistleblower protections.
Compare documented vendor capabilities, integration requirements and evidence quality. Includes a dated source comparison and a practical pilot scorecard.
How to add AI to GxP-validated workflows without breaking the validated state. CSA-aligned, audit-trail-grade.
Annex II structure, Annex VIII classification rules, GSPR matrix, clinical evaluation, post-market surveillance — and where AI cuts drafting time without breaking notified-body acceptance.
Reporting deadlines, incomplete-case follow-up and validation controls for AI-assisted pharmacovigilance under EMA GVP and FDA rules.
Connect ORSA requirements to risks, controls, evidence, decisions and approvals without replacing actuarial or capital systems.
The current FinDatEx template, controlled asset-data workflow, validation evidence and draft TPT V8 consultation.
A five-phase workflow for BES Cyber System categorisation, requirement mapping, evidence gap analysis, policy ownership and audit-pack assembly.
Search the July 2026 Model #668 map status, citation notes, effective-date prompts, responsible regulators and official sources.
A side-by-side comparison. Certifiable management system vs. operational framework. When to pick one, when to add the other, when to run both.
The categories increasingly overlap. Compare source coverage, mapping, controls and workflow using current vendor documentation and acceptance tests.
A source-linked Article 5 and Article 6 workflow covering Annex I, Annex III, the documented exception, GPAI and transparency.
Source versions, transformation records, human decisions, affected-output triage and export fields for defensible AI-assisted work.
A downloadable XLSX covering scope, RTS and ITS sources, evidence, scoring, remediation ownership and decision history.
Banking use cases, provider and deployer roles, high-risk obligations, Annex IV documentation and staged application dates.
Download 12 selected clause pairs with official references, local differences and illustrative controls. An editable starting point for qualified local review.
A clause-level readiness workflow for risk governance, three lines, board oversight, evidence ownership and remediation.
Download a synthetic nine-tab evidence workbook and 1,000-row register. Work through a data reconciliation without treating the regimes' calculations as equivalent.
The Govern, Map, Measure and Manage functions translated into an AI inventory, evidence model, review cadence and ownership plan.
A 45-minute walkthrough on a slice of your scope and a sample policy. We bring the platform.