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Blog

Working notes on trust, architecture, and building companies.

Shorter and more frequent than the Insights essays: arguments in progress, things learned in the middle of a build, and the occasional disagreement with the industry.

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Recent

Latest posts.

The Certified Intelligence essays, hosted here in full. Each one first appeared on Substack.

Essay · Applied AI

We Don't Build One Big Agent

Task-specific beats one-size-fits-all, and the reasons are structural.

August 8, 2026 3 min read

Archive

Published earlier.

Fourteen posts carried over from the previous Bailiwick Ventures site, now hosted here in full. Every title below opens the complete piece.

How Software Companies Master Go-To-Market StrategiesGTM →

Elsewhere

Also writing at FohBoh.ai.

The FohBoh.ai Learning Center carries the operator-facing work — research, certified case studies, and technical guides on revenue recovery and deterministic AI. It lives on the FohBoh site, where its audience is.

Why Deterministic AI Is the Future of Restaurant IntelligenceResearch · Apr 2026 ↗ Hallucination Risk in Restaurant AI: What Operators Need to KnowRestaurant AI · Apr 2026 ↗ How a 12-Unit Pizza Chain Recovered $4,200/Month Per LocationStore-level · Mar 2026 ↗ Regional Benchmarking with Certified Data: A GM’s PerspectiveAbove-store · Mar 2026 ↗ Understanding Trust Scores: A Technical Deep Dive for OperatorsGuide · Mar 2026 ↗ Night Shift Labor Leakage: One Manager’s Discovery Through SentryStore-level · Mar 2026 ↗ What Is CAAR? The Foundation of Legally Defensible IntelligenceResearch · Feb 2026 ↗ Multi-Unit P&L Certification: How Corporate Teams Use MGEAbove-store · Feb 2026 ↗

Further writing appears on Substack and FohBoh.ai.

Topics

What gets written about here.

Certified Intelligence Data vs. Evidence Enterprise AI governance Deterministic systems Venture architecture Capital & commercialization Restaurant technology Operational intelligence Leadership & enterprise design

The essays publish first on Substack.

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