It sees what's about to hurt — and what it'll cost.
The nervous system of your company. Dimbo fuses every signal you emit — email, documents, people, machines, the world — into one governed picture, connects the things no human connects, and turns them into decisions you approve. On your own infrastructure.
Built for the companies that make things
Before anything else, we show you what you're about to miss.
The Deadline Audit is a deterministic scan of your open commitments and overdue invoices, plus contracts nearing expiry, sorted into 30/60/90-day risk buckets with hard cash figures. On a slice of your data. Zero installs, no rip-and-replace.
Deterministic. On your infrastructure.
- No installs — runs on a data slice you export.
- Hard figures, not aspirations: every euro traced to a record.
- PII anonymized before any external model ever sees it.
We land with the audit. We grow with the graph.
The Audit is the first thing that works: concrete and fast, with no cross-pillar magic required. It's also the door. Behind it is a modular nervous system that compounds: the second module doesn't double the value, it roughly triples it, because the join across domains is where the non-obvious value lives.
The 48-hour Deadline Audit
A deterministic scan into per-client 30/60/90-day risk buckets with real cash figures. It lands in the first week on a data slice, always concrete, always the same. This is how you land.
The modular graph that grows with you
One shared graph, one shared knowledge store, a manifest-driven module system. Light up only what you need; expand two ways at once: switch on more modules, and promote more processes up the autonomy ladder. This is how you grow.
Your company's truth is scattered across a dozen tools. The deadlines aren't.
An order in an inbox, a promise made on the floor, an alarm on a machine, a clause in a contract, an invoice in the ERP. No single person sees them together until the cost lands. Three pains, three answers.
The penalty you never saw coming
Retailer windows and batch-release dates, along with contracts nearing expiry, surfaced as risk with the cash figure attached, weeks before they bite. The Deadline Audit answers this in 48 hours.
The signal before the fault
Vibration and a complaint, plus a supplier news item: one root cause behind three symptoms, raised as a proposal.
What the veteran knows
A voice note, a photo. Tacit know-how becomes registered, queryable company property — before they retire.
Risk that shifts under you
A supply shock or a rule change, plus a competitor move, researched and mapped to your own exposure. The world becomes a signal on your graph.
From signal to decision — and back again.
Thousands of signals a day arrive as email, documents, meetings, machines. They become events, update your company's knowledge graph, get put to work across every module, and reach the right person as one decision. Then it all feeds back.
Three things nobody else does at once.
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 fuse all four pillars into one graph — and none govern autonomy per process. That middle is empty. Dimbo owns it.
See what no one sees
The four-pillar graph plus the intelligence engines. A vibration reading is noise, a complaint is a ticket, a news item is trivia — overlaid on one graph they become one root cause behind three symptoms. Correlation, forecast, what-if, deadline audit, the assistant that asks.
Trust it as far as you decide
The autonomy ladder — human-in-the-loop by construction. Every capability starts passive and earns autonomy only by measured track record. Promotion is always your decision; at the top it acts with an undo window and instant downward demotion the moment a human disagrees.
It never leaves your house
Sovereign and on-prem by design; it keeps what your people know in-house. Runs fully local on a benchmarked LLM plus local vision and Whisper; air-gapped GDPR-by-design ships as the standard configuration. When an external model is ever used, PII is anonymized first.
Vibration + a complaint + a deferred work order = one root cause.
Alone, each signal means nothing. Overlaid on the graph, they become one insight with evidence legs grouped by pillar — surfaced not as a dashboard, but as a proposal your team approves, edits or rejects. This is the surface they actually live in.
One cause behind three symptoms
Draft replies · Client Rossi
The questions you're already asking.
It reads your ERP — it doesn't replace it
Dimbo sits on top and reasons over your systems, ingesting FatturaPA/SDI from day one. No rip-and-replace: an intelligence layer that sits above the systems you already run.
Only as far as you promote it
Everything starts as a proposal you approve. It climbs the ladder per process, with a full audit trail and undo, never the vendor's call.
Nowhere
On-prem or sovereign appliance; PII anonymized before any external model; the cross-company network is strictly opt-in.
Start with one wedge
The Audit plus one module, growing only as you switch things on. Voice and photo capture mean no data-entry burden.
48 hours: independent of any deep integration
The Deadline Audit lands in your first week on a data slice, with no installs. You see avoidable cost in your own numbers before you commit to anything.
The intelligence runs where you are. The data stays.
We state the real properties — no certifications we don't hold. Sovereignty isn't a premium tier; it's the default.
Real properties, honest status
We prove it with the product itself. No borrowed logos.
Demonstrated capability is the proof. The mechanism below is real; the data shown is illustrative.
A gemma-class local LLM on a single RTX 3090
Air-gapped intelligence with no cloud dependency — the whole pipeline runs on hardware you already control.
FatturaPA / SDI-XML flows straight into finance
Italian e-invoicing lands as structured records from day one, through a connector layer that's already shipped and running.
PII Presidio-anonymized before any external model
A hard architectural constraint enforced at the network boundary. What leaves the perimeter is masked; what stays is everything.
Why now — in four papers.
Europe's best mid-market firms under-adopt technology while their irreplaceable know-how retires, and the AI that could save them is leaking their data out the perimeter, because nobody built a system to collect and govern that data well. Dimbo is that system.
When the veteran retires
Italy's ageing workforce and the vanishing know-how of family industry, and why the answer is capturing that knowledge before it walks out the door.
White paper · shadow AIYour data has already left the building
Employees are pasting contracts into public LLMs every day. The remedy isn't prohibition — it's a governed, sovereign substitute.
White paper · value of dataThe compounding value of data
The data is the product; the interface is just an instrument. Collection quality and entity resolution are the moat, with provenance tying every fact back to its source.
Read the full papers, then run the Audit on your own numbers.
See what you're about to miss — free.
See avoidable cost in your own numbers within a week. The 48-hour Deadline Audit runs on a data slice, on your infrastructure: no installs, no rip-and-replace. We reply from a human within one business day. No sales pressure.