Work · The Atlas

Systems shipped, outcomes measured.

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

10
Systems on the atlas
10
Industries
1
Route — audit, build, measure →
No. 001 · Music Touring & Travel

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.”
Mitchell Levine · Valise Travel

Proves · email-native ops automation

Read the story →
The Valise booking platform dashboard: active tours, bookings, RFP quote rate, and action items

Exhibit · the shipped system, in daily production

No. 002 · Live Entertainment & Talent Buying

Manual research → 1 AI-graded search

From manual artist research to an AI grade before every booking offer.

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

Proves · multi-source data fusion + AI scoring

Read the story →No. 003 · Insurance & Legacy Planning

CRM → AI operating system

From a simple CRM ask to an AI-powered operating system for client relationships.

Client records, policies, inbox, documents, tasks, appointments, pipeline, reports, portal, imports, and proactive signals in one system.

Proves · proactive AI on business data

Read the story →No. 004 · Workforce Data & AI Diagnostics

Gut feel → 800+ occupations, measured

Timeback — where, concretely, is the time?

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

Proves · public-data diagnostics at scale

Read the story →No. 005 · HR & People Operations

Manual HR ops → 36 workflows in chat

PeopleOS — an AI coworker for HR operations.

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

Proves · chat-native workflow automation

Read the story →No. 006 · Autonomous Software Delivery

PRD in → 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.

Proves · agentic delivery with QA gates

Read the story →No. 007 · Commerce & Operations

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.

Proves · full-stack substrate engineering

Read the story →No. 008 · AI Publishing & Editorial

AI drafts → 128 editor-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.

Proves · human-gated AI publishing

Read the story →No. 009 · Music Industry & Education

Insider knowledge → 323 free articles

Open Music Business — the music business, taught free.

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

Proves · content systems at scale

Read the story →No. 010 · Nonprofits & Community

$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.

Proves · community delivery model

Read the story →