AI valuations / estimates

At Cashcrown, we build the model on your transactional and market data: the pipeline processes data through RAG, a model router (LLM) extracts structured predictions in range format, not a single-point number. Each result includes a list of factors shaping it and a confidence level – so agents or negotiators see where they stand before entering a conversation with a client.

Sensitive data is masked before being sent to the cloud, transaction history is kept locally where security policies require it, and results include automatic warnings for low model confidence – because hallucination of price is a real risk we explicitly show.

How much does this service cost and when does it pay off?#

We work within ranges depending on scope – starting with a pilot at a fixed, low cost so you can see the value before a larger investment. When the service saves tens to dozens of hours per month, it typically pays off in 2–4 months. You can calculate the exact ROI in the ROI calculator; we don’t provide upfront pricing because it depends on the actual scope.

Does it integrate with our systems and comply with GDPR?#

Yes. We connect to your systems (CRM, transaction databases, listing portals) via controlled tools, and price escalations or decisions require human confirmation (human-gate). PII is masked before leaving for the cloud, and sensitive data is kept locally – GDPR and AI Act compliance is designed in from the start.

Where do we start?#

With a data audit and a pilot on a narrow set of properties with measurable results. We show working ranges and influencing factors before asking for trust – then gradually expand the scope. More on the approach: how to choose the first process.