The Control Layer Intel Brief — Weekly AI Governance Intelligence | Qapitol
15 days of AI intel, tailored to your role.
Not a newsletter. Not thought-leadership. Every fortnight: what actually moved in AI governance, what it means for your specific job, and what Qapitol can do about it — written for the person reading it, not a generic inbox. Fortnightly · Role-personalised · Free.
01
71%
of enterprises cannot attribute a harmful model decision to a cause (Gartner Q2 2026)
02
2.6×
Retrofitting AI governance costs more than designing it in (McKinsey)
03
71%
of enterprise RAG deployments fail multi-hop reasoning (Stanford NLP)
04
340%
AI Governance Lead searches up YoY (LinkedIn India)
05
60%
talent roles unfilled at 90+ days
06
31%
fewer production incidents for teams with governance roles (Harvard Business School)
For CISOs
Callout: Continuous adversarial scanning (CERT-In / IRDAI ready).
- Tamper-evident inference logs for every production AI decision
- Vendor security dossier & sub-processor register on request
- Board-ready AI risk report every quarter
For CIOs & CDOs
Role-specific intel and offerings for CIOs and Chief Data Officers.
- 90-day AI Governance Launchpad
- Board AI risk pack quarterly (72-hour delivery SLA)
- India-specific regulatory coverage: IRDAI, RBI, DPDP, SEBI
- Build vs buy ROI analysis included
For Engineering Leads
Role-specific intel and offerings for engineering leads.
- QAVE eval suite (14 retrieval failure modes)
- CI/CD integrations: GitHub Actions, Jenkins, Azure DevOps
- P3119 / IEEE compliance evidence export
- Auto-rebaseline on model updates
For Talent & HR Leaders
Role-specific intel and offerings for talent and HR leaders.
- QIA agentic engine (72-hour AI talent shortlist)
- AI Risk Officer profiling & JD benchmarking
- UAE & GCC employer-of-record placement in 21 days
- 400+ pre-vetted AI professionals
For AI Practitioners
Role-specific intel and offerings for AI practitioners.
- QAVE with CA-v2 benchmark dataset
- Hindi / Tamil / Telugu / Bengali domain evals for finserv
- MLflow 3.0 native compliance exports
- Auto-rebaseline functionality
Next step
Get My Role Intel →
Talk to the team — response within one business day.