Work · The Atlas

Systems shipped, outcomes measured.

Every build follows the same route: audit, roadmap, build, measure. Numbers over adjectives.

From manual operations to an AI-assisted pipeline.

3–4 hrs → 15 min

RFPs for a full tour. 57 bands, 7,100+ rooms a year, one system.

“What surprised me most? It just works.”

1 search

Kendall Index — artist intelligence for live-entertainment booking.

Streaming, social, touring & settlement data in one AI-graded report. In daily production use.

CRM → AI coworker

From a simple CRM ask to an AI coworker for client relationships.

Asked for simple client storage; got a system that prompts what needs attention every day.

800+ occupations

Timeback — where, concretely, is the time?

Task-level time-savings numbers from BLS & O*NET data — the free diagnostic behind the audit.

36 workflows

PeopleOS — an AI coworker for HR operations.

Onboarding to offboarding in chat, with 29 proactive checks that speak up first.

17 apps shipped

The Software Factory — a PRD goes in, an application comes out.

A 44-step assembly line with validation gates. Typical build: about an hour.

1 engineer, ERP scope

CommerceOps — a full ERP control plane, built solo.

Orders, inventory, manufacturing, finance — proof of the substrate AI systems get built on.

128 approved

The Hopeful Body — an AI research atlas with a human gate.

Six research sources in, AI drafts, nothing publishes without an editor's sign-off.

323 articles

Open Music Business — the music business, taught free.

Learning paths, quizzes, contract templates, and a working glossary — the whole music business, free.

$0 dev cost

Code for Community — free software for nonprofits, built by volunteers.

Volunteer developers, a 15-app open catalog, MIT-licensed. First cohort matching now.