Schema Driven · Schema Driven AI

You're renting the AI. Own the outcome instead.

Twenty-seven trillion dollars of market value is riding on AI you meter by the token and never keep. Schema Driven compiles whole lines of business into deterministic outcomes you own — delivered in tenths of a second, measured in millions of lines of code. Schema Driven AI is the toolkit that drives them. You pay for the result, not the tokens.

Request early access See a company built in 4 weeks
The rent trap

$27T

Public-market value now riding on AI

$30/M

Per module to re-reason, again and again

0.3s

To a configured line-of-business foundation

0

Tokens billed to regenerate what's yours

Rent vs. own

Generation is rented. Outcomes are owned.

Everyone can generate plausible code from a prompt. Almost nobody can regenerate the same correct business — from a schema, without drift, at no marginal cost. That gap is the whole company.

Cemented

Schema Driven — the offerings

A fixed API set of line-of-business outcomes: data layers, APIs, portals, forms, permissions, navigation. Deterministic and byte-reproducible — delivered in tenths of a second, measured in millions of lines. No per-token bill, because nothing is being re-reasoned. It's compiled.

Driven

Schema Driven AI — the toolkit

Agents plan, review, migrate, and resolve the small underspecified residual — on our own inference, as reviewable diffs, never drift. AI supports the outcome; it doesn't meter it. Determinism is a dial we push toward 100%: every business rule we validate is compute you never pay for again.

Proof · 4 weeks

From audit to first customer in four weeks.

Our first brand is a self-storage operations platform — one of forty vertical brands we're launching on the factory. A month ago it did not exist. This is the process that stood it up, and it's the same process behind the next thirty-nine.

One down. Thirty-nine to go.

Week 01

Cornerstone audit

We start where the customer actually is — a cornerstone audit of their current position: what they have, what the market wants, and the honest gap between them.

Week 02

Fractional Architect / CTO

The Fractional Architect/CTO toolkit turns the audit into one cohesive plan — the domains, the entities, the shape of the business. This is the schema that everything downstream compiles from.

Week 03

Generate & host

Schema Driven AI generated the design and the code from that plan; Schema Driven hosted it. Seventy-one entities, role-based access, Stripe billing — a working operations platform, live and theirs.

Week 04

Go to market

Edge generated the marketing content. Today they're taking the mobile app door to door to restaurants — ready to sign their first customer and operate. Four weeks, from nothing to a business.

Ownership

You keep what we build — and what it learns.

What we won't do

  • Rent your own data back to you while we learn on it.
  • Harvest your telemetry as the real product.
  • Bill you by the token for outcomes that should be fixed.
  • Hand you the Library of Congress and call it a deliverable.

What we do

  • Generate domain-specific experts and deploy them on our HIPAA-ready, private-compatible cloud — yours to run.
  • Ship incremental Mempacks™ that update your model's state daily, or on your schedule — signed, versioned deltas.
  • Practice composability: ship the field manual, not the whole library — only the state that changed.
  • Deliver deterministic outcomes that are yours to run, fork, and keep — no meter, no lock.

Composability
Ship the field manual, not the Library of Congress.

A model isn't one indivisible checkpoint. It's a stable, compressed base plus small, delta-coded overlays — Mempacks™ — that carry only what changed. Content-addressed, signed, versioned, and routed at inference: swap a domain expert in or out without retraining the base, and update its state daily instead of re-shipping everything it already knows.

Grounded in our own research — LLMs as signal chains: rate–distortion, delta encoding, and modular memory overlays. Not yet peer-reviewed; the math holds, and the engine is built on it.

Paths to ownership

Democratization, at every size.

The same factory, sold at four sizes. Start with one app you own; end running the factory yourself.

01

Own a generated app

Take a full line-of-business application, generated from your specs, and own it outright — the smallest step onto the ladder.

02

Manage your own specs

A spec-management SaaS: hold the source of truth, regenerate on demand, and stop paying to re-reason decisions you've already made.

03

White-glove launch

We run the audit, the plan, the build, and the hosting, and hand you a company ready to operate — the way our first brand launched.

04

Run your own factory

License the engine and generate your own verticals. Stop buying outcomes one at a time — become the factory.


Own your AI. Start with one outcome.

Early access is open for organizations building systematic operations — not experiments. Tell us what you'd compile first.

Request access