LLM Application Development for Real Estate & Construction Tech

Model choice is an engineering decision with a cost curve attached. We route across providers by task, so you are not paying frontier prices for work a smaller model handles perfectly.

In real estate & construction tech, transactions are document-heavy and slow, and lead quality varies enormously. That single fact reshapes how llm application development 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 property management. Integration comes before intelligence. A model that cannot reach your systems of record is a demo with good manners.

Multi-model by default, so a provider outage is a routing decision rather than an incident. Six weeks to something running in production, not six quarters to a strategy document.