What you can build

New products,
not just new features.

Most APIs help you do the same thing faster. AzoraOne lets you do things that didn't exist before.

The foundation

Automated GL coding. Fast, accurate and yours to own.

You're probably here because someone asked you to evaluate an invoice automation API. Good news: AzoraOne does that exceptionally well. No rules to configure. No training needed. Customer-specific models that start delivering accurate GL codes from day one.

Your customers' daily work is drastically reduced. Your application gains attention. Your churn graph flattens.

This alone is worth the integration. But it's not the most interesting thing you can build.

Invoice #INV-2024-0847
Freight services Q4 $4,200.00 5700
Warehouse storage $1,850.00 5710
Handling surcharge $320.00 5720
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The building blocks

Six primitives.
Infinite product surface.

AzoraOne exposes six distinct modes through a single API. Which ones you activate — and how you combine them — is entirely up to you. You can start with one. You can build all six into your product. Each unlocks a different tier of value for your customers.

01
Record

When Record mode is active, your customers' bookkeeping entries are sent to AzoraOne and used to build customer-specific models. When inactive, requests are still logged for analytics, but no models are created. Your customers train the system just by doing their job.

State
02
Play

When Play mode is active, extraction requests trigger the model pool. AzoraOne selects the best available model for each incoming document and returns a full result including GL codes in real time. Record and Play can run simultaneously — your customers create new models while benefiting from existing ones.

State
03
Share

A model built on a specific customer is by default locked to that customer. Share lets your customers distribute their models privately - to a trusted network, a sister company, or a specific partner. The expertise travels. The underlying data doesn't.

Action
04
Edit

Recorded models are probabilistic. Edit goes further. A qualified professional - an accountant, a CPA, a senior bookkeeper - can refine an existing model, deliberately design its logic, test it exhaustively and freeze it into a binary automation unit. The result is deterministic: the same input always returns the same code. Every time, without exception.

Action
05
Publish

Binary automation units can be published to your platform's marketplace - privately for a select audience or publicly for anyone on the network. The expert who built it sets the terms. You build the infrastructure that makes the market possible.

Action
06
Monetize

Every time a published automation unit is used by a user on the platform, the creator earns. You take a platform cut. The more experts publish, the more valuable your platform becomes for everyone - for both existing and new customers.

Action
How the model pool works

Not one model trying to know everything. Thousands competing to be best at one thing.

When a document arrives in Play mode, every eligible model in the pool enters a competition. AzoraOne evaluates the candidates and the winner delivers the result — then earns a reward that weights it higher for similar documents in future.

Over time, the pool self-selects. Accurate models win more. Less accurate ones fade. It's natural selection applied to bookkeeping logic — and it's why accuracy compounds the longer your customers use the platform.

Model pool — live selection
MDL-4471
—
MDL-2293
—
MDL-8814
—
MDL-0337
—
MDL-5529
—
Winner delivers result Waiting…
The Edit primitive, taken further

Some knowledge is too important
to leave probabilistic.

Recorded models are self-improving and highly accurate. For most documents, that's more than enough. But some coding decisions carry real consequences — VAT treatment, cross-border transactions, regulatory edge cases. A wrong code isn't just an inconvenience; it's a liability.

This is where binary automation units come in. A qualified professional — we call them an architect — takes a recorded model and refines it deliberately: designing the logic, testing it against real documents, documenting every decision. The result is frozen. Deterministic. It returns the same correct answer every single time.

What this means

The architect's judgment becomes a product. One that earns revenue long after the laptop is closed.

Two types of model
Recorded model

Built automatically from bookkeeping entries. Competes in the model pool. Highly accurate — and the best models rise naturally over time as the pool self-selects.

Probabilistic
Binary automation unit

Deliberately designed by a qualified architect. Tested. Documented. Frozen. Returns the same result for the same input — without exception.

Deterministic
The white-label marketplace

Your platform. Their expertise. Everyone earns.

AzoraOne provides the marketplace infrastructure as a white-label service. To your customers, it's a native part of your platform. Architects publish their binary automation units. Other firms consume them. Revenue flows — to the architect, to you, and back into the ecosystem.

The creator
The Architect

A senior bookkeeper, accountant, or CTA who builds a binary automation unit from their expertise. They design it, test it, document it, and publish it — privately or publicly.

Earns a fee every time their unit is used by another firm on the platform.
The platform
Your Product

You offer a marketplace of expert-built automation without building it yourself. Your customers stay because the value compounds: more architects means better coverage means stickier software.

Takes a cut of every transaction on the marketplace.
The consumer
Other Firms

Any firm on your platform can access and deploy published binary automation units instantly. No configuration. No training. Expert-level accuracy from the first document — without needing an expert in-house.

Pays per use. Gets guaranteed results.
The network effect

Turn your platform into a marketplace for expertise.

AzoraOne's models are built at the document level — per company, per supplier. That means the model a Gothenburg accounting firm built for coding invoices from a particular freight supplier is an asset. It's encoded knowledge. It can be shared, traded, and monetised.

Build the infrastructure for that sharing, and you've built something no competitor has.

What changes

Every firm on your platform makes it more valuable for all the others.

The architect gets paid.
You get the platform they can't leave.

Network-effect stickiness. Built on one API.

AzoraOne model network — thousands of document-level models interconnected across accounting firms

Live model network — each node is a task-specific micro-model

This is what the network looks like in production.

Every node is a task-specific model. Every connection is an active relationship between a supplier type, a document pattern, and a coding decision. Not one big model trying to understand everything — thousands of small, precise ones that only know what they need to know.

That's why it's fast enough to be invisible in your UI. And why models can be packaged, shared, and traded without leaking anything sensitive.

The retention play

What happens when your best bookkeeper retires?

Twenty-three years of judgment. The supplier relationships, the edge cases, the instinct for which code goes where. It lives in one person's head — until it doesn't.

AzoraOne makes that knowledge encodable. A senior bookkeeper processes documents the way they always have. The model builds from their entries. From that point forward, the logic runs without them.

And if they go further — refining their models into binary automation units and publishing them — their expertise earns revenue long after retirement.

Institutional knowledge survives headcount changes
New hires reach senior accuracy in days, not months
Experts can monetise their judgment beyond their own client list
The pitch

This is the conversation that makes a CFO lean forward.

Knowledge transfer — automated
✓
Senior expert works normally
Record mode is active. AzoraOne builds models from their entries — supplier by supplier, document by document.
2
Play mode goes live
Models compete on incoming documents. The expert's judgment is already at work — automatically.
3
The expert becomes an architect
They refine their best models using Edit — designing, testing, freezing. Their knowledge becomes a binary automation unit.
4
New hire inherits it instantly
Accurate GL codes from day one. Zero onboarding overhead. The institutional knowledge didn't leave.
∞
The expert keeps earning
Published to the marketplace, their automation unit generates revenue every time another firm uses it. Expertise as a recurring income stream.
In a world of hyperbole claims, AzoraOne brings real results.

On the Swedish market, we have trusted AzoraOne to be the heartbeat of our customers' bookkeeping processes — delivering automated bookkeeping of documents uploaded to our software. The results are so impressive that AzoraOne now is a cornerstone in our strategy to become one of the major accounting software vendors in Europe.

Henry Arousell

BJORN LUNDEN

AzoraOne is infrastructure. What you build on top of it is yours.
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