Document Processing & IDP for Real Estate & Construction Tech

Matching an invoice to a purchase order and a goods receipt is where the real savings sit, and where naive OCR projects stop. We build the three-way match, not just the read.

In real estate & construction tech, transactions are document-heavy and slow, and lead quality varies enormously. That single fact reshapes how document processing & idp has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.

The workload we are most often asked to take on first is site progress from imagery, usually integrated against ERP. We start from the constraint, not the capability, what the system must never do, who signs off, and what happens when it is wrong.

Multi-model by default, so a provider outage is a routing decision rather than an incident. We hand over with runbooks, tests and a team that knows how it works, not a dependency.