Dossier generation, valuation co-pilots, listing-image AI, and lead-to-close automation — built for proptech, iBuyers, and broker operations that win on speed-to-offer.
Most proptech and broker operations we look at have the data and the tools — but the human bottleneck is between deal intake and offer.
Comparable analysis, planning data, title checks, neighbourhood reports — assembled by hand for every property. By the time the dossier is ready, the seller has three other offers.
AVMs trained on 18-month-old data, no awareness of local supply shocks, no sense check on outliers. Valuations get overruled by the analyst, who then has to write the override memo.
Lead enrichment, qualification, dossier assembly, comp run, offer letter, comms — each in a different system. Conversion drops at every handoff.
We focus on the steps that touch the human and turn them into draft-and-approve workflows, not "fully automated" black boxes.
A representative view of the property dossier generator we ship for proptech and iBuyer ops. Click tabs, switch language — everything in here is built to work in your buyer’s language.
| Address | m² | DPE | Sold | Price | €/m² | Weight |
|---|---|---|---|---|---|---|
| 1 Rue Casanova | 92 | C | 2024-11 | €1.42M | €15,430 | 0.18 |
| 22 Rue Saint-Augustin | 105 | D | 2025-02 | €1.58M | €15,050 | 0.16 |
| 14 Rue des Petits Champs | 88 | D | 2025-04 | €1.31M | €14,890 | 0.14 |
| 8 Rue Daunou | 95 | D | 2025-06 | €1.49M | €15,680 | 0.20 |
| 3 Rue de la Michodière | 101 | C | 2025-07 | €1.55M | €15,346 | 0.12 |
| 19 Avenue de l’Opéra | 94 | D | 2025-09 | €1.45M | €15,425 | 0.20 |
200 OKA 30-minute call. We will walk through your lead-to-offer flow and tell you which two steps would benefit most from AI — and which to leave alone.
No. We layer retrieval and reasoning on top of what you have. The output is your existing AVM with a richer, defensible context envelope.
Both. Residential and SFR portfolios benefit most from intake / dossier compression. Commercial benefits more from underwriting and document analysis. We will steer you to whichever is your bottleneck.
Every engagement is scoped after a 30-minute discovery call and a walk-through of your lead-to-offer flow. We send a written, fixed-scope proposal — with timeline, deliverables, and a transparent quote — within 5 working days.
In your cloud. We deploy in your AWS / GCP / Azure account or, for EU buyers, on Scaleway / OVHcloud, with all data residency where you need it.
Book a 30-minute call. We will look at your lead-to-offer flow and tell you whether AI is the lever — or whether your bottleneck is somewhere else.
Book a Free Call