Forgotten promises
A sentence in a message becomes an obligation. Raumdeuter detects when it starts turning into drift.
Operating reality
The business does not forget on purpose. It has no memory layer.
Owner-led companies lose time, money and trust because signals live in too many places. Messaging, email, invoices, photos, notes, head. Raumdeuter turns those traces into an operating radar.
Late billing
Work is done, but the invoice or final balance does not move. Cashflow becomes an operating signal.
Customer silence
No update often hurts more than no progress. The card appears before trust breaks.
Slow-drift projects
Decisions do not automatically become action. Raumdeuter measures the gap between decision and execution.
Operations radar
Evidence in. Skills run. Cards out.
Raumdeuter is not a chatbot over company knowledge. It is an operating radar: small, testable skills create concrete cards that the owner approves, skips or corrects.
Email, photos, invoices, notes
Each item gets time, source, project relation and cross-links. Not text soup, but a readable evidence graph.
Versioned functions
Focused checks run against small evidence slices. That keeps cost, quality and debugging concrete.
An inbox for decisions
Each card has signal, evidence, proposal, confidence and approval. External actions stay with the owner.
Demo from one anonymized evidence node
One shop-floor knot. Five views.
A photo, a workshop message, an accounting lookup, an email thread, a calculation and owner rules produce five cards. Money is explicit because cashflow cannot disappear inside a generic action card.
Risk
Update drift is near
Last status is 12 days old. The owner's own customer rule becomes critical in 48 hours.
EmailRule91%
Action
Plan final inspection and road test
Workshop photo and message show progress. The next required stage is the road-test phase.
PhotoMessage88%
Customer
Prepare status update
Update with photo, road-test window and clean expectation. Sending stays with the owner.
TemplatePhoto93%
Money
Prepare final invoice
The balance is visible, but the trigger stays final inspection. Raumdeuter prepares without firing too early.
AccountingCalc86%
Story
A real-work mini story
Before-after material and specialist workflow become a story candidate. Sensitivity yellow, approval required.
Photosyellow79%
The lab
Built from a real operating business, not from a market slide.
Mozart Car Classics is datapoint zero: long projects, physical evidence, emotional customers, parts chains, billing windows, regulation and a lot of context in the owner's head. If the radar works there, it can move into other owner-led service businesses.
Live insideRaumdeuter logic runs today as an internal operating prototype.
Operator ContextGoals, constraints, stress points, history and decision patterns become a product layer.
SovereigntyRaw data stays with the customer. Raumdeuter wins by better decisions, not by holding data hostage.
Not enterprise search
Glean asks how employees find knowledge in a company. Raumdeuter asks what breaks in an owner-led business if the owner has to keep it all in his head.
More than documents
A workshop photo can be proof, risk, instruction, customer update, billing basis and story material at the same time.
Misses become rules
When something almost slips once, it can become an early-warning rule, an eval case or a skill update.
Pilot phase
"I'm not looking for test customers for a finished tool. I'm looking for three owner-operators who want to build a system with me that catches what otherwise slips through in their business."
1Owner-led company with real operating mess
2Regular radar review with Marc
3Concierge MVP instead of a self-serve mask
Built for workshops, service firms and operating owners who want to actually read their business. Commercial terms are discussed in the first call. No pricing table during the pilot phase.
Marc MozartOperator-founder, owner, AI-native builder
Who is building
From a life between hit songs, studio, workshop, software and responsibility.
Marc is not building Raumdeuter from a single industry biography. Music production, hit songwriting, his own studio, digital products, online sales, a classic Mercedes workshop and a grown AI operating stack all meet here. The common thread: too many decisions, commitments and signals live inside the owner's head.
Pattern sense across worlds
Marc knows work where many streams run at once: production, sales, workshop, accounting, customers. Raumdeuter comes from that kind of operating reality.
Skin in the game
If the radar prioritizes badly, it does not hit a demo dataset. It hits real invoices, real customers, real projects and Marc's own name.