Reaves Labs & Learning

Products people learn with, tools we build and run, and engagements you can hire us for — across Education, Finance, AI & Engineering, and Life Skills.

The company
+What we doLearning, Labs, ConsultingODomainsEducation, Finance, AI & Engineering, Life SkillsiAboutReaves Labs & Learning@CareersWork with us
Franchise product
GGenesis Company Brain CompilerThe franchise — ask and build from your files$PlansIndividual, Professional, Elite!Honest limitsWhat we do not claim+Get startedBeta, Mini, waitlist
Company front door · GCBC is the franchise · Lab products coming soon

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The company compiler — turn what you know into what you sell.

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Home

The company compiler — turn what you know into what you sell.

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Home

The company compiler — turn what you know into what you sell.

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GWhat GCBC isAnswers and builds from your corpus$PlansIndividual, Professional, Elite!Honest limitsWhat we do not claim+Get startedBeta and next steps

The company compiler

Turn what you know into what you sell.

Hundreds of folders on your desktop and you still can’t find anything? Point GCBC at what you already have and get back an organized company you can ask — one that builds what you sell and sources every answer. Your AI, with no LLM needed — no chatbot guessing at words.

Reaves Labs & Learning builds products people learn with, tools we build and run, and engagements you can hire us for — across Education, Finance, AI & Engineering, and Life Skills. Our franchise product is the Genesis Company Brain Compiler. Everything else on this page is either built on it or waiting behind it.

Start the 90-day beta — $99 See the three tiers

Individual $299/month · Professional $2,499/month · Elite $4,999/month

GCBC

The franchise product — ask and build from your files.

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GWhat GCBC isAnswers and builds from your corpus$PlansIndividual, Professional, Elite!Honest limitsWhat we do not claim+Get startedBeta and next steps

GCBC

The franchise product — ask and build from your files.

Properties
GWhat GCBC isAnswers and builds from your corpus$PlansIndividual, Professional, Elite!Honest limitsWhat we do not claim+Get startedBeta and next steps

GCBC

A local, two-part compiler. It ANSWERS questions from your own corpus with the file and line the answer came from, and it BUILDS finished artifacts by compiling declared XML nodes. One board renders both.

Half one · it answers

Ask it anything your company has declared

The answer is a verbatim line out of your own corpus, with the file and the line number it came from — or an honest refusal. There is no model call on that path.

Half two · it builds

Declare a node, get a finished artifact

Apps, decks, whitepapers, landing pages. A violated contract does not produce a worse product — it produces no product, and names the line that broke.

Declaration is originThe XML node is the source; compiling is a transform, not a generation. [LAW 0]
Nothing is authored twiceA fact lives in exactly one place, and every surface that shows it reads it from there.
A green needs a redEvery check carries a twin that must be able to force it red. A checker never forced to fail is measuring nothing. [TWIN LAW]
13 surfaces, 3 groups
  • Chat Company brain
  • Ask the brain Company brain
  • Indexed sources Company brain
  • Doctrines Company brain
  • Chain Company brain
  • Sandbox Compiler
  • Upload Compiler
  • Generate Compiler
  • Products Compiler
  • Signals Compiler
  • Investor Compiler
  • System Founder
  • Checks Founder

Plans

Founder-ratified tiers for GCBC.

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Plans

Founder-ratified tiers for GCBC.

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Plans

Founder-ratified tiers for GCBC.

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+What we doLearning, Labs, ConsultingODomainsFour domains, honest stagesiAboutReaves Labs & Learning@CareersWork with us

Three ways to own it

It is the only product in the estate that is both revenue-ready and the thing every other product is compiled by. Selling it sells the method; the method builds the rest.

Individual

Build from what you already have.

$299/month

founder 2026-09-03 — "Individual $299/mo"

You have a folder — or a drive, or a decade — of work that has never been usable by anything. Individual turns it into something you can build from.

The solo builder, independent educator, or single-domain professional. Best for deliverables in the TENS per year.

  • Ask across everything you have written and get the answer with the file and line it came from
  • Runs entirely offline on your own hardware, bound to loopback — your documents never leave the building
  • Same request, same file: a recorded compile replays byte for byte
  • Runs with no model at all — every answer is arithmetic over an index on your own machine, which is why the same question returns the same passage every time
  • The vetted source library, blending it with your documents, and adding your own sources to it. Individual builds from YOUR material, with the essential set of deliverable types rather than all eighteen.
Subscribe

Most complete

Professional

Never build from an empty shelf.

$2,499/month

founder 2026-09-03 — "Professional $2,499/mo"

Everything in Individual, plus the thing that changes what you can build: a curated library of pre-vetted sources, dated and organized by domain, ready on day one.

Teams and organizations that have to defend their work. Best for deliverables in the HUNDREDS per year.

  • All {kinds} deliverable types — decks, briefings, reports, curriculum, checkers, architecture documents and the rest
  • A vetted source library across nine named domains — Founder Intent & Strategy; Product Development; Product Management; Product Registry & Assets; Brand & Identity; Narration & Communication; Revenue Engine; Marketing & Distribution; Sales & Conversion — every entry carries its authority tier and its freshness class
  • Blend your material with the library in one deliverable, and see at a glance which facts came from which
  • Add your own sources into your library, permanently
  • The other nine domains, the regulated domains, automatic freshness, the quarterly digest, priority queue and the direct line.
Subscribe

Elite

Current, without being asked.

$4,999/month

founder 2026-09-03 — "Elite $4,999/mo"

Everything in Professional, plus the full library, the regulated domains, and a service layer that keeps it all fresh without you filing a ticket.

Organizations whose work has to survive scrutiny and stay current. Best for deliverables in the THOUSANDS per year across many domains.

  • All eighteen library domains, not half
  • The regulated domains — student privacy and finance, where getting provenance wrong has consequences
  • Every source is re-checked against its freshness window on every build — fresh, stale or expired — and a library carrying an expired source will not ship at all
  • A quarterly written digest of what moved in your domains, delivered rather than requested, and a one-page currency statement on demand
  • Priority build queue, early access to new deliverable types, and a named contact rather than a form
  • Nothing in the catalog. Elite is the whole library and the whole service layer.
Subscribe

Every price on this page quotes a founder ratification dated 2026-09-03 and is recorded in the offer node it is read from. No price originates on this page.

Proof

Every figure with the file and line it was measured in.

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Proof

Every figure with the file and line it was measured in.

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A checker that has never been forced to fail is measuring nothing.

Every figure below carries the file and line it was measured in, and the sentence that says what it does not mean.

Same declaration in, same bytes out

The same request, run five separate times from a cold start, produced an identical result every time - not similar, identical to the byte.

What this does not mean: It means the BUILD is repeatable. It does not mean every screen looks the same on every visit: a page showing live status reads that status when you open it, and it will have moved on. Anyone claiming every response is always identical is overstating it.

docs/GCBC-DETERMINISM-AND-PORTS.txt:9-18

Your information stays on your machine

We scanned this installation from the surrounding office network. Every part of the compiler refused the connection - it answers only on the machine it runs on. The one service that did answer is our own local code storage, which is not part of the product.

What this does not mean: Measured on one installation, on one date. It describes how this deployment behaves, not a promise about how yours will be configured.

docs/GCBC-DETERMINISM-AND-PORTS.txt:38-53

Answers come back instantly

A typical question comes back in about seven thousandths of a second. The board's own screens draw in under two thousandths. Measured ten times each.

What this does not mean: These are measurements, not a service level. We have not committed to a speed in a contract, and we will not present a number we merely observed as one we owe you.

docs/GCBC-GRADE.txt:53-59

Every answer shows you where it came from

2,496 documents indexed, with every passage keeping the file it came from and the exact lines within it. That is what lets any answer show you its own source rather than asking you to trust it.

What this does not mean: Measured 2026-09-01. The index is re-checked before this figure is quoted, because a number about a corpus goes stale the moment the corpus changes.

domains/gcbc-tab-requirements.xml:144

Fourteen surfaces are self-contained

We walked every file behind each of the board’s fourteen surfaces and resolved every relative import. Not one reaches outside its own folder. Fourteen of fourteen.

What this does not mean: This proves the source is self-contained. It does not prove that any surface boots on its own, which is a stronger claim this test does not make. And the fourteen are the board’s tabs, not fourteen separate products — the earlier wording said both of those things and neither was measured.

docs/GCBC-PROVABILITY.txt:12-20

Eleven of seventy gates have been made to fail on purpose

We deliberately broke seventy of our own checks to find out which ones would notice. Eleven caught it. Fifty-nine did not, and we are publishing the list.

What this does not mean: This is the worst number we have and it is here on purpose. We refuse to combine it with a second, friendlier measurement to produce a bigger one - our own review calls that combined figure far too generous. The measurement also needs a quiet machine; under load it has read low.

HANDOFF-GCBC-2026-09-01.md:16

'We do not know' is an answer, not a zero

When the system has never seen something, it says so. It never reports 'nothing found' as though it were a measured zero, and a check that could not run is never recorded as one that passed.

What this does not mean: This is a discipline, not a feature you switch on. Its value is that a gap in what we know reaches you as a gap, rather than as a confident answer.

docs/GCBC-DUE-DILIGENCE-PACKET.txt:138-149

Honest limits

What we do not claim — published on purpose.

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Honest limits

What we do not claim — published on purpose.

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What we do not claim

A product whose argument is that it refuses to show an unsourced number has to publish its own. Nobody else in a procurement meeting shows the reviewer their worst number first.

  1. It is not a moat yet. The differentiator is a discipline, and discipline is copyable in a quarter by anyone who decides to pay for it.

    docs/GCBC-DUE-DILIGENCE-PACKET.txt:151-154

  2. None of the individual mechanisms are novel. Declaration-as-origin is schema-driven codegen; the twin law is mutation testing from the 1970s; the action chain is a Merkle log; air-gapped deployment is ordinary in regulated environments. What is unusual is applying mutation testing to the governance gates themselves.

    docs/GCBC-DUE-DILIGENCE-PACKET.txt:133-136

  3. Eleven of fourteen tabs declare no channel and are closed to everyone but the founder. GCBC-GRADE.txt:91-95 records this as hole H2: the product cannot onboard a second human without a ruling. This is being closed and is not yet closed.

    docs/GCBC-SPEC.txt:201-203

  4. Five tabs currently run against a connector that cannot find its data, and they say so on screen rather than rendering an empty result as a real one.

    docs/GCBC-DUE-DILIGENCE-PACKET.txt:119-120

  5. Our own internal grades: spec B, system C+, proof D. We publish the D.

    docs/GCBC-GRADE.txt:6-8

Domains

Education, Finance, AI & Engineering, Life Skills.

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Domains

Education, Finance, AI & Engineering, Life Skills.

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What we do, by domain

Education

Reaves Academy

K-12 Math & Financial Literacy that proves mastery

Demos live · full product in development

Two tracks, one adventure: Math (the prerequisite) unlocks Financial Literacy. 72 free modules, K-12, mastery proven not assumed.

Join the waitlist

Finance

MarketSapien

Financial intelligence, made human

In development

Markets and money, decoded for real decisions.

Join the waitlist

AI & Engineering (Enterprise)

Genesis Company Brain Compiler

Your company, compiled.

Available now

A local, two-part compiler. It answers questions from your own corpus with the file and line the answer came from, and it builds finished artifacts by compiling declared nodes. One board renders both.

Learn more

Life Skills

Adulting Academy

The skills of adult life

In development

Practical life skills, taught the way adults actually learn.

Join the waitlist

Company

Learning, Labs, Consulting — what the company does.

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+What we doLearning, Labs, ConsultingODomainsFour domains, honest stagesiAboutReaves Labs & Learning@CareersWork with us

Company

Learning, Labs, Consulting — what the company does.

Properties
+What we doLearning, Labs, ConsultingODomainsFour domains, honest stagesiAboutReaves Labs & Learning@CareersWork with us

What the company does

One axis: you learn → you use → we do it for you.

Learning

Shipped products — ready to use today.

  • CALE Available now — the measurement engine, ready to embed
  • Genesis Company Brain Compiler Available now

Labs

What we are building now — in active development.

  • Reaves Academy In development
  • MarketSapien In development
  • RLL City In development
  • Adulting Academy In development
  • JaxillMind In development
  • REEVE In development

Consulting

We build and advise for you — engagements for individuals and enterprises.

  • Engagements & services Available

Lab

Everything that is not the franchise — honest stage.

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Lab

Everything that is not the franchise — honest stage.

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The rest of the estate

Every other product we build, with its stage stated plainly. None of them is the franchise product, and none is finished — GCBC is the only one you can use today.

In development
Reaves Academy

K-12 Math & Financial Literacy that proves mastery

In development
MarketSapien

Financial intelligence, made human

In development
RLL City

AI & engineering for the enterprise

In development
Adulting Academy

The skills of adult life

In development
JaxillMind

Twelve games. One question: how do you think?

In development
REEVE

The control network for your robots — and the platform to build them.

Stages are stated honestly: in development means in development. GCBC is the only product available today; nothing else on this page is for sale or claims an outcome yet.

About

Reaves Labs & Learning.

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About

Reaves Labs & Learning.

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About Reaves Labs & Learning

The Founder

Jamal Reaves spent 16 years in business, finance, and legal contracts — public sector and private sector, from compliance to contract negotiation. When his kids came home from school with no understanding of money, he looked for tools that actually taught financial literacy the way kids learn. They didn't exist. So he built them.

Reaves Academy started as a weekend project for his own children. It became a K-12 Math & Financial Literacy platform with adaptive AI guides that meet each student at their level — and a transparent mastery engine that proves what students actually learn. Today Reaves Academy is the focus: financial literacy for classrooms, districts, and families.

He filed the trademark applications himself because he couldn't afford an attorney. He taught himself AI orchestration, behavioral finance, and full-stack development. Reaves Academy exists because he personally needed it for his own kids and it didn't exist.

The Mission

Connect the human mind to the universe through education. Start with financial literacy and behavioral finance. Extend to every subject that can be learned — physics, engineering, coding, civics, science, mathematics. The infrastructure is domain-agnostic. The adaptive learning engine, the AI guides, the narrative worlds — they scale to any subject. This is the beginning.

The Company

Reaves Labs & Learning, LLC is a California-based education technology company organized in three divisions: Learning builds adaptive education products for K-12 students and adults. Labs builds the AI engines and applications behind them. Consulting puts both to work for districts and businesses through pilots and custom engagements. Every product runs locally, collects zero student data, and is designed to work offline.

Read the full story →

Get started

Beta, Mini, waitlist.

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Get started

Beta, Mini, waitlist.

Properties

Get started with GCBC

Our franchise product is the Genesis Company Brain Compiler. Everything else on this page is either built on it or waiting behind it.

Start here

Start the 90-day beta — $99

We walk your own corpus through the board and you watch it cite the file and the line. If it cannot answer something, you see that too.

Start the 90-day beta — $99 →

Read first

See what it refuses to claim

The limits we publish about our own product, with the measurement behind each one. It is the shortest way to judge whether this discipline is real.

See what it refuses to claim →

Everything else

The rest of the estate

Leave an email and we will tell you when one of the products below opens. One email about one launch, no list, no sharing.

Careers

Work with us.

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Careers

Work with us.

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We're Hiring — 2 Open Roles

Help us teach a generation about money.

Product & Sales Manager and Systems & Security Engineer — apply on Indeed in minutes, or tell us what you'd own in your first 90 days.