Thought Leadership on
AI Governance & Strategy
No buzzwords. No fluff. Just practical insights from real-world AI implementation at enterprise scale.
Published Insights
Writing that bridges the gap between AI theory and production reality. Based on years of building compliant systems at Fortune 50 scale.
AI Security Tools & Calculators
Interactive AI security tools - blast radius calculator, agent read/write/action matrix, prompt-injection scenario library, plus downloadable risk register, vendor due-diligence checklist, and incident evidence checklist.
AI Securityread more →Does the Texas AI Law Apply to My Business?
A plain-English TRAIGA guide for small and midsize businesses - interactive applicability checker, disclosure rules, penalties, healthcare AI, biometrics, final-law-vs-draft matrix, and a 10-step readiness plan.
Texas AI Lawread more →How to Build Internal AI Applications with Streamlit
A practical architecture guide for building internal AI applications with Streamlit, OpenAI, RAG, custom tools and MCP - plus security, framework comparisons and a delivery roadmap.
Streamlitread more →AI Voice Agent Architecture: How Kestrel Voice Works
Production architecture for AI voice agent platforms - telephony, custom Python orchestration, realtime AI, adaptive three-layer intent routing, RAG pipeline, tool execution with verification, four-level degradation, post-call intelligence, learning pipeline, outbound dialer, meeting bridge, AI copilot, sequential ring, SMS, video, WebRTC, security architecture, technology decisions, and limitations.
AI Voice Agentsread more →Kestrel Voice: A No-Code AI Receptionist Platform Built for Real Business Calls
Product positioning for Kestrel Voice as a hosted AI receptionist - no-code setup, custom Python orchestration, deterministic controls, managed knowledge, verified actions, operations dashboard, degradation, learning pipeline, multi-channel, security, three deployment paths, and HAIEC coordination.
AI Receptionistread more →Why AI Voice Agents Fail in Production - and How to Deploy One Safely
Ten failure modes, a production architecture, AI voice control ladder, security threat model, TCPA and TRAIGA compliance for voice, and a six-phase deployment plan.
AI Voice Agentsread more →How to Build a Secure Enterprise RAG System
A complete guide to building production enterprise RAG systems - embedding models, vector databases (PostgreSQL pgvector, MongoDB, Databricks), hybrid search, row-level security, RAG poisoning prevention, agentic RAG, and evaluation metrics.
RAGread more →From AI Pilots to Regulatory Readiness
The governance framework enterprise leaders are adopting to transition from AI experimentation to production-grade, compliant systems. Practical insights on navigating regulatory requirements while maintaining innovation velocity.
AI Governanceread article →Why Enterprise AI Integration Strategies Fail
Analyzing the common architectural and organizational pitfalls that separate successful AI adoption from expensive experiments. What actually works when implementing AI at enterprise scale.
Enterprise AIread article →Nepal's Digital Power War
A detailed look into the digital governance crisis that changed everything in Nepal. Examining the intersection of technology, governance, and citizen power in the digital age.
Digital Governanceread article →Upcoming Topics
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