Company

We're building the decision layer for the companies that make things.

Dimbo is Operational Decision Intelligence — the nervous system that fuses everything a company knows into one governed picture and turns it into decisions a human approves. It sees every signal, connects the ones no person connects, tells you what's about to hurt and what it will cost, and acts only as far up the autonomy ladder as you've decided to trust it. On your own infrastructure. For any company. One module at a time.

The thesis

Systems of record are good at record-keeping. Nobody fuses it into what to do next.

Most of the operational knowledge inside a mid-market manufacturer is trapped — in inboxes, in the heads of the people on the floor, in machine logs nobody reads until something breaks, in PDFs nobody re-opens until it's too late. BI looks backward. Process mining reads ERP logs. RPA moves data without understanding it. Copilots bolt a chat box onto software built for something else. None of them notice that a vibration trend, a missed reply and a contract clause are the same problem.

The layer we own

Above the ERP and beside the machine

Dimbo doesn't replace your ERP, your inbox or your machines — it reads them, correlates them, and proposes the one action that matters, with the evidence attached. That middle layer — the system that fuses every signal a company emits into one governed picture and governs autonomy per process — was empty. Dimbo owns it. They ship a feature; Dimbo ships the system.

The compounding moat

A gap that only widens

Software is copyable. The years of a specific plant's approvals, edits and rejections — folded back into every proposal Dimbo makes — are not. Horizontal vendors start from zero on every customer. Dimbo starts from zero once and never resets. The data is the product; the interface is only the instrument.

The founding architecture

Four streams of reality, fused into one graph.

This isn't a product feature bolted on late — it's the founding design, and all four pillars feed one picture today. Every decision Dimbo proposes is built from these four streams, resolved onto one deduplicated, provenance-stamped picture where a supplier is a single entity carrying its invoices, shipments, contracts, news sentiment and machine how-tos at once.

Pillar 1

Digital comms

Email, documents and ERP records — read, understood and linked to the right client, project and commitment, in the sender's own language.

Pillar 2

Human declaration

What your people know but never write down — a voice note, a photo, a quick note — captured with zero friction and turned into governed, searchable knowledge.

Pillar 3

Machine data

The state of your machines, read as meaning through Qronis — the signal on the floor, seen before it becomes a complaint.

Pillar 4

World knowledge

Supply shocks, regulatory shifts, counterparty moves — mapped to your actual exposure, so the world outside changes what your risk really is.

How we land & grow

We land with the audit. We grow with the graph.

We don't ask a plant to bet on a platform. We start with one painful, measurable problem, prove the value with zero integration risk, and let the results argue for what comes next — a module at a time, a rung at a time.

Step 1 · Land

The 48-hour Deadline Audit

A deterministic scan of open commitments, overdue invoices and expiring contracts into 30/60/90-day buckets with hard cash figures — on a data slice, no installs.

Step 2 · Prove

Value in your first week

A concrete report on your own numbers: what's due, what's overdue, what it's costing you. It shows your real figure — it doesn't ask you to believe ours.

Step 3 · Grow

Switch on more modules

From one dataset to comms, people, machines and world. Because each module writes into the same graph, the second one roughly triples value, not doubles it.

Step 4 · Earn

Promote up the autonomy ladder

Every process starts passive. It acts on its own only once it has earned the trust — visibly, per process, and always by your decision.

€430k
Just over one point of revenue bleeds out of a typical €40M manufacturer through avoidable, currently-invisible losses (Dimbo value model §3).
48h
From a slice of your data to a costed risk report — no install, no data egress required to see the first insight.
~3×
The value multiplier of the second module vs. the first — the cross-domain join is where non-obvious value lives (Dimbo value model §5).
Principles

What we won't trade away.

Three commitments are load-bearing, not marketing. They're built into how the product works — which is why they hold up under a DPO's review, not just on a slide.

Governance

Human-in-the-loop by construction

Every capability starts as a proposal a person approves. Autonomy is earned only by measured track record, promotion is always your decision, and at the top Dimbo acts with an undo window and instant downward demotion the moment a human disagrees. It's the trust model and the EU AI Act oversight obligation, met by the product's core mechanism — not a bolt-on.

Sovereignty

Not a premium tier

On-prem, EU-hosted or PII-gated cloud — the same platform, the same intelligence; the only variable is where the model runs. A benchmarked local LLM at reference parity makes air-gapped the default, not an upsell. When an external model is ever used, PII is anonymized first. Your data never has to leave the building.

Ethics

Processes, not people

Dimbo observes how work moves through the company — a commitment, a deadline, a handoff. It does not score, rank or surveil the people doing it. Operational awareness, never surveillance. That boundary is a design constraint, written into the graph itself.

Vision

Where this goes next.

Europe has a diffusion problem, not an invention problem — the frontier tools exist but never reach the mid-market backbone that is the economy. At the same time the people who carry that backbone's know-how are retiring, and the AI that could help is quietly leaking company data out the perimeter. Dimbo is the deployment path that closes all three: fast time-to-value, no system-of-record to rip out, sovereign, and human-governed.

The picture

One graph, four pillars, four engines

All four pillars feed one picture, and so do the four ways to reason over them — cross-pillar correlation, explainable forecasting, surgical what-if, and the Deadline Audit wedge. As more modules populate the shared graph, every engine gets sharper. Collection quality is the moat.

The trust curve

Autonomy that earns its way up

The ladder matures from visible governance toward trusted auto-execution — per process, behind a master kill-switch, every promotion audited and every action reversible. A company decides, one rung at a time, exactly how much of its own judgment to delegate.

The mission

The nervous system for European industry

We're building the decision layer for the companies that make things — sovereign by design, governed by the people who run them, and worth more every module and every month it runs. The knowledge a company carries becomes registered, operational property that stays when its best people retire.

Talk to us.

Whether you're evaluating Dimbo for your plant or looking at where this is going next, we'd rather have the conversation directly. Start with the free Deadline Audit — see what you're about to miss, and what it'll cost, in 48 hours. On your data, on your infrastructure.