Agentic Workflow Automation for Real Estate & Construction Tech

Rules engines break when reality changes. Agentic workflows read intent, handle variation, and route the genuinely ambiguous cases to a human, which is why they survive contact with real operations.

In real estate & construction tech, transactions are document-heavy and slow, and lead quality varies enormously. That single fact reshapes how agentic workflow automation 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 customer service automation, 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.

Built by engineers who ship production systems, not by a practice that subcontracts the build. You own the code, the models where they are open-weight, and the documentation to run it without us.