The compliance library
Field guides for CTOs and compliance leads who run AI on regulated data. Each guide takes one framework and turns it into a deadline, a checklist, and an architecture decision.
Compliance guides
Regulator playbooks: deadlines, checklists, and architecture decisions per jurisdiction.
Malaffi, NABIDH, Riayati: what vendors must actually do
Three exchanges, one federal map. The facility-connection mandate, the conformance testing behind “certification”, and the residency rules that decide where systems live.
Read the guide →Egypt · PDPLEgypt PDPL: the 31 October 2026 compliance countdown
The executive regulations (Decree 816/2025) are out and the grace period is running. Registration tiers, DPO classes, 72-hour breach reporting, and cross-border licences.
Read the guide →The Evidence Room
Research-backed analysis: papers, filings, and benchmarks that prove the case for governed AI.
We red-teamed our own AI layer 63 times. Here’s the scoreboard.
63 attacks in Arabic and English across five database shapes: what broke, what held, and why we publish it. Scoreboards only — the proof culture, not the internals.
Read the guide →Evidence · ResearchEnterprise AI can’t do your arithmetic — LG measured it (4%). Here’s the fix.
A 2025 study on LG Electronics’ real internal data: 93% accuracy on simple questions, 4% on arithmetic reasoning. Why improvisation fails in production — and the structural fix.
Read the guide →Stacks & Streams
One guide per database and BI tool: what breaks with AI, and the governed pattern that works.
Power BI measures are your company’s brain. Here’s how AI finally uses them.
DAX measures, semantic models, and RLS — the enterprise’s ready-made AI context, inherited without shipping rows to any cloud. DEBO connector: P1, on the roadmap.
Read the guide →Stacks · dbtdbt’s semantic manifest is the best AI context nobody is using
A JSON definition of your business, version-controlled and reviewed. The cleanest handoff from data stack to AI. DEBO connector: P1, on the roadmap.
Read the guide →Industry Playbooks
Sector-specific AI governance: security posture, air-gapped manufacturing, and more.
DEBO isn’t a cybersecurity product. It closes the hole AI made in yours.
The biggest leak channel of the AI era is employees pasting data into public chatbots. What governed AI actually adds to your posture — and the honest boundaries.
Read the guide →Industry · ManufacturingManufacturing AI without the cloud: quality data never leaves the plant
Sensor streams, camera feeds, defect codes are trade-secret. The air-gapped anatomy: local model, enforced boundary, zero egress, audit lines.
Read the guide →