NOT A ClASSROOM. A PROVING GROUND.

Where software becomes infrastructure

Real estate runs on fragmented systems that rarely connect. As applications get easier to build, the durable companies are the ones organizing what sits underneath: connecting property and management systems, keeping data fresh and agent-accessible, and making whole portfolios readable. The smartest application in the world is only as good as the data underneath it, and underneath is where real estate is weakest.

As agents take on operational work, software has to be rebuilt for them: tools agents can call directly, orchestration that keeps long-running work on track, and the plumbing that makes agents affordable to run at scale. This layer is horizontal, and the built world is one of the largest operational arenas it will serve. Our partners are already asking which parts of their operations agents can carry first.

Real estate runs on sensitive data with no margin for error: tenant records, transactions, compliance filings. Before agents can carry that work, their output has to be checked against gold-standard sources, governed by clear protocols, and auditable after the fact. Evaluation, permissioning, and standards are what let enterprises hand real work to agents with confidence. Trust is the first question our partners raise about any agentic solution, and the reason most pilots stall before deployment.

Buildings demand physical work at every stage of their life: construction, cleaning, maintenance, inspection, security, logistics. Labor is getting scarcer while autonomous systems that can see, plan, and act in messy real-world environments are finally ready, on the construction site and inside the operating building. Our partners feel the labor gap across every asset class they operate, from the job site to the lobby.

Demand that is physically anchored never goes away: maintenance, energy, water, land. The opening is in how those essential services are priced, delivered, and integrated, from AI-native delivery to new ownership and pricing structures that rewrite the economics of the work. These services sit in every operating budget our partners manage, year after year, with economics that have barely moved in decades.