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Notes from the practice.

Working notes on AI governance, security and privacy, written by the people doing the work.

Colleagues reviewing governance documentation together.

10 August 2026

Engineering Trust: Building an Audit-Ready AI Management System (AIMS)

The enterprise adoption of Generative AI fine-tuned Large Language Models (LLMs), and autonomous agentic workflows has moved at a pace rarely seen in enterprise technology. Product teams are embedding automated decision engines into core operations to drive speed and scale.

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9 August 2026

The Modern Governance Triad. Why Isolated Security, Privacy, and AI Compliance Will Fail

For years, enterprise risk management followed a comfortable, predictable rhythm. Cybersecurity teams managed firewalls, IAM, and SOC 2 audits. Legal and compliance functions handled privacy policies and GDPR notices. When specialized regulations like India’s Digital Personal Data Protection (DPDP) Act emerged, organizations simply assigned another task force to map data inventories and draft consent notices.

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