CrewCheck Journal
Serious writing for serious AI governance teams.
Deep dives on DPDP readiness, red teaming, production guardrails, and what actually breaks when AI systems meet real regulation.
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Harsh · 2 May 2026 · 5 min read
DPDP Consent Checklist for LLM Support Bots
DPDP operating note 1: a practical note for support teams on consent language becomes vague once messages are handed to a model.
2 May 2026 · 5 min read
Healthcare AI Compliance in India: ABHA, SAHI, BODH, and FHIR
A practical guide to governing health-data AI workflows with ABHA-aware redaction, SAHI checks, BODH evidence, and FHIR-ready streams.
1 May 2026 · 5 min read
Purpose Limitation for AI Ticket Triage
DPDP operating note 2: a practical note for SaaS operations leaders on classification prompts often reuse customer messages for unrelated analytics.
1 May 2026 · 5 min read
DPDP Act 2023: What Every Indian SaaS Founder Needs to Know About AI Compliance
A practical founder-first look at consent, purpose limitation, audit trails, and why AI agents change the risk model.
30 Apr 2026 · 5 min read
Data Minimization for Indian Customer Chats
DPDP operating note 3: a practical note for founders shipping AI support on Aadhaar, PAN, UPI IDs, and addresses leak into prompts by accident.
30 Apr 2026 · 5 min read
The ₹250 Crore Question: How One PII Leak Can Kill Your Startup
Why one careless model call can become a board-level risk in the DPDP era.
29 Apr 2026 · 5 min read
Handling Data Principal Access Requests for AI Logs
DPDP operating note 4: a practical note for privacy teams on transient model calls are easy to miss during access requests.
29 Apr 2026 · 5 min read
Why We Built an LLM Gateway Instead of a Guardrails Library
Libraries help engineers. Gateways help companies prove policy enforcement across teams.
28 Apr 2026 · 5 min read
DPDP Breach Response for Model-Provider Leaks
DPDP operating note 5: a practical note for incident commanders on teams discover too late which prompts included personal data.
28 Apr 2026 · 5 min read
Aadhaar Detection: Verhoeff Checksums and Why Regex Isn't Enough
Regex finds shapes. Checksums reduce false positives and make PII controls credible.
27 Apr 2026 · 5 min read
Consent Withdrawal When AI Features Are Optional
DPDP operating note 6: a practical note for product managers on users can withdraw consent without wanting to leave the product.
27 Apr 2026 · 5 min read