SEBI AI/ML ACCOUNTABILITY PACK • KILL-SWITCH + HUMAN-IN-LOOP + DATA CONTROLS • 19 AUG 2026 FICCI
SEBI says kill-switch.
DPDP says lawful basis.
EU Art 50 says watermark that survives screenshot.
On 19 Aug 2026 at FICCI, SEBI Chairman Tuhin Kanta Pandey: "framework shall require kill switch and humans in the loop controls along with data controls" — FICCI 23rd Capital Markets [1]. RBI MRM Draft Jun 2026 §4.2(a) mandates real-time kill-switches. EU AI Act Art 50 requires watermark that survives screenshot. India AI Governance Guidelines 5 Nov 2025 7 sutras need architecture, not compliance slide.
This pack ships Inventory → Registry → Logging → Watermark SOP → Kill-Switch SOP → QARE audit → Contained in hours. You keep artifact even if we don't continue.
SEBI
RBI
EU
INFOGRAPHIC 01 • PRODUCT • WHAT YOU GET • ARTIFACT YOU KEEP
01 • INVENTORY + REGISTRY
AI Use-Case + Model Registry
Every model, agent, API key, Algo ID (SEBI static IP req from 1 Apr 2026), data source, owner. No inventory = 194d to identify per IBM 258d.
02 • LOGGING + WATERMARK • EU ART 50
Provenance + Watermark SOP
EU Art 50: must survive screenshot. Open weights dump bypass. Your watermark = CDR F6-F8 Human Identity Data layer. Survives crop, re-encode.
03 • KILL-SWITCH • SEBI + RBI
Kill-Switch SOP + Human-in-Loop + Data Controls
SEBI: tiered accountability, regulated entity liable even for 3rd-party AI. RBI MRM §4.2(a): real-time kill-switch. Quarterly AI fire drill: trigger, verify agents stop, fallback activates.
04 • DPDP + QARE • CONTAINED IN HOURS
DPDP Filter + QARE Audit
DPDP §4/6/9/12/16: lawful basis, consent, children, cross-border CN/RU/PK DENIED. QARE: Quarterly audit founders run before board deck. IBM 64d contain → hours.
₹ INR
India • Keep artifact
$ USD
Outside • USD invoice
2 slots
per quarter
WHAT SEBI SAID • 19 AUG 2026 • FICCI 23RD CAPITAL MARKETS • TIERED + ACCOUNTABILITY
Kill-switch is not feature. It's board liability.
SEBI Chairman Tuhin Kanta Pandey — FICCI
"We will shortly be issuing guidelines for responsible use of AI,ML in our markets. These guidelines will provide for a tiered approach with emphasis on clear accountability and governance controls. The framework shall require 'Kill Switch' and 'Humans in the Loop' controls, along with data controls" — NDTV Profit [1], Outlook Money [2], The Hindu BusinessLine [3]
Source: SEBI to issue AI/ML guidelines with human oversight and kill-switches — FICCI 23rd Annual Capital Markets Conference 2026, Mumbai — tiered approach, regulated entities fully liable even for 3rd-party AI
KILL-SWITCH
Air-gapped, named authority, quarterly fire drill
Every automated strategy must have unique Algo ID, static IP, kill-switch — SEBI Algo Trading Framework 1 Apr 2026
HUMAN-IN-LOOP
Tiered accountability, not black-box
Regulated entity liable even if AI bought from vendor. LODR + delisting frameworks under review.
DATA CONTROLS
Lineage, quality, retention
No inventory = no governance. IBM 194d identify because no registry.
Why this pack vs Big Four template?
Big Four + RBI shortlist 7 firms (Accenture, BCG, Deloitte, EY, KPMG, McKinsey, PwC) will ship deck. You ship SOP that survives screenshot + kill-switch that triggers in hours + DPDP filter that denies CN/RU/PK cross-border + QARE that founders run before board deck. Patent 551315 = F6-F8 Human Identity Data layer they don't have. Artifact you keep.
PACK INCLUDES • 4 ARTIFACTS • YOU KEEP
ARTIFACT 01 • GAP MAP
SEBI + DPDP + EU Art 50 Gap Map
Tiered approach, lawful basis, watermark survival. Loom 12 min.
ARTIFACT 02 • SOP • KILL-SWITCH
Kill-Switch SOP + Fire Drill Checklist
Named authority, air-gapped trigger, fallback verification. Quarterly.
ARTIFACT 03 • WATERMARK
Watermark SOP — Must Survive Screenshot
EU Art 50. Survives crop, re-encode, open weights dump. CDR F6-F8 layer.
ARTIFACT 04 • DPDP + QARE
DPDP Filter + QARE Sample
§4/6/9/12/16 filters, cross-border DENIED, quarterly audit founders run.
Fit Free + Reality Paid: 30-min Fit Call free — mutual fit. 90-min Reality Check paid ₹ / $ — you keep map even if we don't proceed. 2 slots/quarter.
Outside India? $ USD invoice • Stripe / Wire
DPDP + EU ART 50 + INDIA 7 SUTRAS • HOW IT CONNECTS
PATENT 551315 • IP85050 PENDING • CDR F1-F8 • QARE
D
DPDP Act 2023 + Rules 2025
Lawful basis §4, consent §6, children §9, rights §12/13, cross-border §16. Penalties up to ₹250 Cr. Gap assessment market ₹8-15L. Your filter: CN/RU/PK → DENIED, children's data parental consent, access immediate APPROVED.
Legal consultants charge ₹8-15L for gap — your pack Reality Check + artifact
EU
EU AI Act Art 50 — Watermark
Mandatory AI content labeling, must survive screenshot, crop, re-encode. Open weights dump bypasses guardrails (404Media). Your CDR F6-F8 Human Identity Data = provenance layer that survives. Not mood-aware chatbot — provenance architecture.
Art 50 transparency + Art 5 prohibition emotion inference workplace/education
7
India 7 Sutras — 5 Nov 2025 MeitY
Trust, People First, Innovation over Restraint, Fairness & Equity, Accountability, Understandable by Design, Safety/Resilience/Sustainability. Voluntary guidelines + sectoral regulators (RBI FREE-AI, SEBI, TRAI). AIGG + AISI proposed, no dedicated regulator — guidelines are not governance.
Next: Full article /insights/india-ai-governance-guidelines-7-sutras
FINAL • PRODUCT • HOW TO BUY • NO LOCK-IN • ARTIFACT YOU KEEP
Kill-switch is board
custodian work.
If your skills matrix still says "Digitalisation Strategy" without F6-F8 + kill-switch + watermark, we should talk. 30-min fit free, 90-min Reality Check paid — you keep Gap Map even if we don't continue. 2 slots/quarter.
🏅 Patent 551315 Granted•📄 IP85050 Pending 36 Claims•DIN 07564039
CHOOSE NEXT STEP • FIT FREE + REALITY PAID
You keep: SEBI Gap Map + Kill-Switch SOP + Fire Drill Checklist + Watermark SOP + DPDP Filter + QARE Sample + Loom 12 min — even if we don't continue. No deck-only theatre.
Response • 48h • 2 slots/quarter • No lock-inAIGP IN PROGRESS • ISO 42001 IN PROGRESS
EVIDENCE ANCHORS • SEBI KILL-SWITCH PACK • FULL REFERENCES • V1 • PRODUCT PAGE
[1] SEBI to issue AI guidelines with human oversight and kill-switches — The Hindu BusinessLine • Outlook Money • NDTV Profit
[2] RBI shortlists 7 global consultancy firms for AI/ML supervision — Times of India • Accenture, BCG, Deloitte, EY, KPMG, McKinsey, PwC
[3] SEBI Algo Trading Framework 1 Apr 2026 — Algo ID, static IP, kill-switch — Dev.to
[4] DPDP Act Compliance Tool — ₹8-15L gap assessments — YouTube Sanshodhan AI • Penalties up to ₹250 Cr
[5] Govt AI Framework Mandatory AI Content Labelling — NewsPoint • EU Art 50 watermark must survive screenshot
[7] IBM Cost of Data Breach 2024 — 258d avg (194d identify + 64d contain) — ibm.com/reports/data-breach
[8] EU AI Act Art 5 Prohibited — emotion recognition workplace/education — arckit-codex
[9] Entropik Patent 419058 Multimodal Emotion AI — APN News
[10] AI Governance Market $462.5M 2025 → $3.78B 2032 35.02% CAGR — PW Consulting
© Prrashanth H Nagaraj • SEBI Kill-Switch Pack • DPDP + EU Art 50 • Patent 551315 Granted • IP85050 Pending 36 Claims • DIN 07564039 • #fdfbf5 / #0f1a2e / #d4af37V1 • PRODUCT • 2 SLOTS/QUARTER