Hummingbird PMP

A multi-agent operating system for property management that creates one shared property record across residents, property managers, owners, and vendors. Maintenance is the wedge: requests, approvals, vendor handoffs, documentation, and resolution state live in a single durable record rather than scattered across ticket queues and chat threads. Most property tech treats maintenance like a ticket queue and housing like an accounting problem. Maintenance is actually a chain of decisions and handoffs where residents, managers, vendors, owners, and investors each operate from different versions of reality. A missed repair is a human problem today and a cash-flow, risk, and compliance problem tomorrow. The real solution is not better ticketing, a single shared property record that carries the issue, decision, evidence, and state across every role. Automation supports human judgment rather than replacing it, and the record cannot drift. Christian spent six years at BMO Capital Markets across mortgage warehouse lending, ABS, margin lending, counterparty risk, and structured-finance operations, where he helped build a roughly $4B mortgage warehouse lending business from first client to mature platform. He sees both ends of housing: the capital markets/risk side (how operational friction compounds into asset damage, compliance exposure, and cash-flow losses) and the operational side (having spent a year building the product himself, learning what to build and what not to build). He has also shipped three independent products before Hummingbird, giving him genuine builder range. Private equity is pouring into blue collar industries, making vendor spaces more competitive and transparent. Public enforcement cases in New York and DC already total over $54M in selected judgments from habitability failures driven by fragmented operations. Meanwhile multi-agent architectures are becoming practical enough to support a shared-record approach without requiring a full ERP replacement. Operators are being squeezed from both sides: regulatory pressure rising and capital demanding better visibility into asset-level risk. The wedge is small (learn the maintenance workflow first) but the timing is real.