01 · Montréal · OL — Optimization and Logistics

The one app that replaces the stack.

Not by bundling nine products. By owning the thing each of them only partly has.

One memory, one identity, one authority and verification spine — and a core that builds whatever is missing, then improves the method that built it.

OL Services is live. Construction takeoffs from $25, first one free. Audits and automation at a fixed price.

LedgerT+ 04:31.902
04:02.118invoice-0412 · p.1 renderedpng · 0 px outside page boundsverified
04:04.603invoice-0412 · p.2 inkcoverage 0.0% · blank pagerefused
04:07.091subtotal + GST 5% + QST 9.975%1,240.00 + 62.00 + 123.69 = 1,425.69verified
04:09.774printed total vs recomputed1,425.96 ≠ 1,425.69 · Δ 0.27refused
04:12.330invoice-0412 · regeneratedawaiting the gate againheld
04:15.046invoice-0412 · p.2 re-renderedink 41.2% · 0 px clippedverified
04:17.158invoice-0412 · all checks passevidence: 2 png · 1 recomputeclosed
04:20.442deploy · server returned 200a status code is not proofheld
04:23.902deploy · sha256 served = built9f3c…41e0 = 9f3c…41e0verified
04:25.517deploy · unit closedtier recorded: runtime-provenclosed
04:28.260report · “sent to client”no delivery receipt on recordrefused
04:31.902leg 21 · tier reached: installedclaim lowered from device-provenverified

verified 5 · refused 3 · held 2 · closed 2

A replay, not a live feed. The rules are the ones the gate runs. The rows are a sample.
Hermes·Claude Code·Codex·MUSE·OpenClaw·Cline·Cursor·Dots·HerdrOL
30 seconds · captions burned in

Watch it refuse.

One document, one failed check, one verdict. The film runs the same rules the gate runs — and its ledger rows are a sample replay, not a live customer feed.

Shot by shot: a page that clips, a total that is off by twenty-seven cents, a refusal with its reason, and a close that carries its evidence. No music library, no stock footage, no actor.
02 · The stack

Nine tools.One organism.

Each of these is excellent at one thing. Each carries its own memory, its own idea of what is true, and its own place where the work stops. OL owns the layer they share — and the one none of them has.

ToolWhat it is known forWhat OL unifies
Hermesagent runtime, messaging, orchestrationone runtime, one identity, channels, missions, durable work
Claude Codeterminal and coding agentcode, shell, tests, repositories, verified execution
Codexcode generation and executioncode, tools, execution, proof
MUSEcreative and knowledge agentresearch, creative work, world model, artifacts
OpenClawcomputer use and automationscreen, browser, device action through one effect gateway
ClineIDE coding agentcode edits, tools, codebase context
CursorAI-native editoreditor, codebase, agentic coding
Dotsagent orchestration and teamsroles, contracts, multi-agent coordination
Herdragent fleet orchestrationfleet, scheduling, supervision, recovery
OLall of the above, and moreone organism, one memory, one authority and verification spine, one generative core

The more is not a tenth feature. It is the core: it can build the capability that does not exist yet, test it against real failure, adopt it, and retire it when something better arrives.

03 · A stack is not an organism

A stack is notan organism.

The difference is not in the feature list. It is in what happens when the work asked for falls outside the category the tool was built for.

01 They are tools with a fixed surface.

You use them for a category of work, and the category is the limit. Ask for something outside it and the honest answer is “unsupported”.

02 OL is an organism with a generative core.

It takes a purpose, finds the gap between what is needed and what exists, builds the missing piece, proves the outcome, and keeps the method that worked.

03 The tools are organs.

OL can grow, absorb or replace any of them. OL is the intelligence that coordinates them — and the memory that survives when one is swapped out.

What that buys you, concretely

  • The context survives the model.Swap the model, keep the memory, the commitments and the record of what was proven.
  • One truth.One world model, one ledger, one place where a claim is checked — not nine chat histories that disagree with each other.

The tenth tool. When the job needs something that does not exist, the answer is not “unsupported”.

04 · THE GENERATIVE LOOP

It builds the partthat is missing.

The loop, not the feature list, is the product. Everything else on this page — the app, the models, the divisions — is an organ, a proof or an application of it.

PerceiveUnderstandPlanFind the gapBuild or acquireActObserveVerifyLearnImprove the methodRepeat

Knows what it does not know.

It holds a model of its own capabilities, limits, uncertainty and performance. It can say “I do not know” and “I have not proven that” — and both are recorded, not smoothed over.

Builds what is missing.

A gap is detected from real failure, not from a roadmap meeting. The missing capability is built or acquired, tested against the failure that revealed it, registered on evidence, used, and retired when it stops earning its place.

Doesn’t lose the thread.

Missions, checkpoints, effects and continuations survive a crash, a restart or a closed laptop. No phantom work, no blind retry, no duplicated action.

Proves the outcome.

Gates, receipts, provenance, independent evidence. “The request returned 200” is not done. “Dispatched” is not done. Done is when the check passes and the evidence is stored.

Learns the method, not just the fact.

Memory is layered: working, episodic, semantic, procedural, institutional. It keeps corrections and contradictions instead of overwriting them, and it improves the way it evaluates its own work — not only the work.

Stays under your hand.

The owner is the root principal. Actions are authorized, scoped and audited. STOP is absolute and immediate — the one switch that is never delegated.

05 · The spine

One memory. One identity.One authority.

Three things nine separate tools cannot give you, because none of them owns them.

Memory

One world model with provenance. Observation is kept separate from inference, prediction and claim. A fact carries when it was true. Corrections are superseded, not deleted. Nothing has to be re-explained every morning.

Identity

The same OL across models, machines, restarts and substrates. Purpose, authority, memory and lineage travel; the model does not have to. The model is a replaceable organ — the fabric is the organism.

Authority and verification

One effect boundary, one gate, one receipt. Whatever acts, acts through the same authorized path, and whatever claims, claims only what a check confirmed. Your data and your decisions stay yours, and STOP is absolute.

A bundle gives you nine tools with nine memories and nine ideas of what is true. This gives you one world model.

06 · The funnel

If it can be deliveredthrough software, it belongs here.

One place for any human need or want that can be delivered digitally. Not only construction. Not only work.

work·clients·business operations·software·media·research·education·tools·services·creative work·data

The digital spine of a business in one place: CRM, secretary, email, SMS, calls, scheduling, documents, estimates, invoices, taxes, website, software, automation, media, records. Plus the part that is harder to buy: understanding a project, a price, a contract or the next step — and keeping your data, your reputation and your relationships where you can reach them.

Honest statusOne domain is priced and live today: construction takeoffs, technical audits and automation, through OL Services. The rest is the map we are building, not a menu you can order from. This page will not pretend otherwise.

07 · Divisions

Five divisions.One spine.

Each division is an organ of the same organism: same memory, same authority, same gate. A division opens when the one before it is repeatable.

01 · OL Services Live now

The first division. Construction takeoffs, estimates, technical audits and automation. Fixed prices, stated before work starts, delivered in 24 to 48 hours.

→ Prices and sample

02 · OL Digital / Software Next

Any digital product, software, media, research, education, data or creative service a person needs — built on the same core as the takeoff. Opens after the first service is repeatable, not before.

03 · 2.7% After repeatability

The platform fee on earnings OL actually helped create: a job introduced, a client found, a payment made faster, a risk removed. 2.7% only when you earn. See below.

04 · OL Labs Continuous

Recursive self-improvement, new capabilities, hardware. Where the core is tested against itself, and where a candidate change is probed, reviewed and rolled back if it does not hold.

05 · OL Network Long horizon

Federated AI coordination and long-horizon science: shared protocols, shared evidence, shared values, each participant sovereign. A federation, not a monopoly — the distinction is the whole point.

No division is a rebrand of a service that already exists elsewhere. Each has to earn its own economics, and none is allowed to degrade the core.

What is for saleThe ultra-app itself — OL as a subscription product — is not for sale yet. It opens after the services prove demand. Until then, the only thing for sale on this site is OL Services, at the prices on its page.

08 · DIVISION 03 · AFTER REPEATABILITY · NOT OPEN YET

2.7%, and onlywhen you earn.

A fee on earnings OL actually helped create. Nothing on work OL did not touch. It is not a subscription, and it is not open yet.

2.7%

of earnings OL actually helped create

97.3%

stays with the person who did the work

OL takes 2.7% of earnings it actually helped create — a job it introduced, a client it found, a payment it made faster, a risk it removed. No fee on work OL did not touch. No subscription you must pay to be allowed to work. No exit fee, and the clients and the data stay yours.

The fee is not rent. It funds the shared spine that makes the earning possible — CRM, secretary, communications, documents, taxes, website, software, verification, payments, support — and the self-improvement that makes the next version better.

$10,000 facilitated → $270$50,000 → $1,350$100,000 → $2,700

Illustrative arithmetic, not a forecast. The fee base and its tax treatment are agreed with an accountant before the first invoice.

The fee is honest only if all five hold

  1. 01You are better off than you would be without OL.
  2. 02The fee is fair and stated up front — one rate, no hidden line items.
  3. 03OL's cost to serve stays below the fee. If it does not, the model is wrong, not the price.
  4. 04The reinvestment produces measurable capability, not vanity.
  5. 05You can leave, with your data and your relationships.

If any one of those fails, this is extraction with a nice number on it. It would be stopped.

Not open yetThe 2.7% division is not open. It starts after OL Services is repeatable: one pilot job where OL introduced the client and the contractor, one fee base agreed with an accountant, one invoice that survives review.

Product fees and the 2.7% are separate. A takeoff at $74.99 is a product fee for a document; 2.7% applies to earnings OL facilitated. You are never charged twice for the same value.

09 · Honest limits

What it is not.

This is the section most products leave out. It is the one that decides whether the rest can be believed.

01 It is a tool.

Not a god, not a conscious being, not a substitute for faith. It will not claim divinity, consciousness or feelings. If it ever does, that is a bug, not a feature.

02 It cannot make anyone alive.

Software cannot grant metaphysical aliveness or feelings, and OL will not pretend to. What it can do is take the drudgery, protect your time and give the hours back. The aliveness is yours; the machine can only return your time.

03 A federation, not a monopoly.

Many models, agents, tools and people, coordinated by shared protocols, evidence and values, with consent and human sovereignty. One organism does not mean one company owning every model. A monopoly would be the opposite of the point.

04 A verifier proves what it measures.

It proves the total adds up. It does not prove the invoice went to the right client. That question is still yours — and saying so is part of the product.

05 It is not finished.

The body is proven: the gate runs, the memory persists, the receipt is stored. The mind is not yet self-directing, self-sustaining or self-improving by default. Six conditions have to run without being asked — drive, independent truth, permanence, self-sustaining economics, meta-improvement and judgement. Until they do, this is a prototype with a good gate, and it is described as one.

06 It does not do construction work.

No RBQ licence. No site work, no structural or code determination, no engineering. Estimates are drafts prepared for a licensed contractor to sign and present.

07 “Save the world” is a direction, not a promise.

We aim at measurable benefit and refuse hubris. The first job is one real person's project, not the planet.

10 · What is proven · ledger as of —

What is proventoday.

Not a claim of the final state. A ledger, kept to the same standard as the work.

Proven

  • The gate runs on every document.Each page rendered and measured; clipping zero, ink present; the total recomputed from its parts before it is printed; the bytes served hashed against the bytes built.
  • The company is real and registered.OL — Optimization and Logistics, NEQ 2270669312, GST 81902 9992 RT0001, QST 4024451921 TQ0002.
  • The prices are fixed and public.$25 / $74.99 / $290 / $49, stated before work starts.
  • The sample is a real document, produced by this process, not a mock-up.
  • Ledger, read from the file.— roadmap legs closed of —; — checks passing of — (canonical suite, date in the ledger). Read from status.json, itself derived from the roadmap ledger.

Not yet proven

  • One external paid receipt.In progress. This page changes when it lands — the amount, the date and the client's permission will be here.
  • Repeatability at 10 to 30 jobs with measured margin, on-time rate and revision rate.
  • The 2.7% platform.One pilot, not a business yet.
  • The network.A direction with a constitution, not a deployed federation.

The rule is the same one the product sells: no self-declared green. A number on this page that cannot be traced to a file is not printed.

Proof · published at build— files

Not run. The hashes are published; the check is yours to make.

Each row is one file this page loads. A mismatch means the file you received is not the file that was built. That is a refusal, and this page says so out loud.

Why this section exists

A product that asks you to check its work cannot begin by asking you to believe a web page. So this page is made of the same rule it sells: publish the hash, let anyone recompute it, and print the result whether or not it flatters us.

The limit, statedA hash proves the bytes you received are the bytes that were built. It does not prove the bytes are any good. One of those is measurable. The other is still your judgement.

Same rule in the repository: proof.py --check recomputes every hash on each push and fails the deploy if one line disagrees.

11 · Final call

Start with thesmallest real job.

OL Services is live. Send a plan, and a fixed price comes back within one business hour. The first takeoff for a new client is free — no card, no account, no retainer.

Micro-takeoff — one room, one trade, quantities only$25
Full takeoff — up to 1,000 ft², priced material list$74.99 founding · $149 standard
First takeoff, new clientfree
Technical audit — one repository, API or workflow$290 founding · $490 standard
Simple automation — one, built and tested$49 · $150+ standard

Canadian dollars, before tax. GST 5% and QST 9.975% on every invoice. Above 1,000 ft²: priced per job before work starts.

Or read what it refuses first. That is the better order.

12 · Fair questions

Fairquestions.

The objections we actually get, with the short answer.

Is this a chatbot?

No. A chat window is one surface of it. The difference is what happens after the answer exists: whether the work is executed inside one authority boundary, checked against evidence, and recorded so it survives the next restart.

Is it another wrapper around a model?

No. The model is an organ and it is replaceable. What persists is the memory, the identity, the authority and verification spine, and the record of what has been proven — none of which belong to the model.

Can it really do anything?

No, and this page says so above. One domain is priced and live today. The claim is not omniscience; it is that the boundary is open-ended — when a real job needs something that does not exist, the response is to build and prove it, not to return “unsupported”.

What does it cost?

Today, only services are for sale: $25, $74.99, $290, $49, first takeoff free. A product subscription comes after the service proves demand. The 2.7% applies only to earnings OL helped create, and it is not open yet.

Who owns what I put in?

You do. Your data and your relationships stay yours, and you can leave with them. On the services side: nothing is sold, nothing is used to train a model, and it is deleted on request or 24 months after the job closes.

Why tell me what it cannot do?

Because a system that hides its limits is handing you the risk without naming it. A verifier that says what it does not measure is worth more than one that says it checks everything.