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Blog 6 posts

Notes on building and shipping AI products: multi-agent architecture, retrieval, real-time voice and compliance systems.

01.

Building a Compliance Engine for Alcohol Shipping Across All 50 States and DC

How I built Ratify, a personal project: a compliance engine that tells alcohol producers where they can legally ship, and cites the law or refuses to answer.

May 15, 2026 · Updated October 2026 · 10 min read

02.

Building an AI Wine Concierge That Recommends a Bottle and Says Why

How I built Vinny, a live AI beverage concierge: a bottle catalog and a wine library searched together, matching on meaning and on keywords.

March 15, 2026 · Updated October 2026 · 12 min read

03.

Building an Enterprise AI Strategy from Zero

How Right at Home built its first AI strategy: governance with a path to yes, a first use case that widened the roadmap and enablement built around adoption.

March 15, 2026 · Updated October 2026 · 5 min read

04.

Building Connect: A Real-Time Voice AI Sales Role-Play Platform

How I built Connect, a voice platform where sales representatives rehearse calls against AI buyers, and why the live call and its grading never share a pipeline.

March 15, 2026 · Updated October 2026 · 11 min read

05.

Running a Team of AI Agents on One Self-Hosted Server: 25 Design Decisions

How I built Hive, a self-hosted team of AI agents for my own research and email triage: who owns each task, how security is layered and how a hard spending cap held.

March 15, 2026 · Updated October 2026 · 12 min read

06.

Standing Up AI Governance in a Senior-Care Franchise Network

How Right at Home stood up AI governance: a council that now runs on its own, and an enablement program that treats adoption as the deliverable.

March 15, 2026 · Updated October 2026 · 5 min read