AI that fits into the work your team already does — not a separate platform to learn, not a dashboard to babysit. We meet FM operators where they are and build around how they work.
Four capabilities that turn AI from an experiment into operational lift — for teams without a dedicated data science function.
We identify where AI creates the most value in your specific operations — inspections, work orders, vendor management, reporting — tied to clear cost or revenue outcomes.
We automate the manual, repetitive work that consumes your team's time — surfacing actionable insights instead of more dashboards to monitor.
AI fits into your current systems — CMMS, ERP, mobile tools, communication platforms — without requiring a rip-and-replace of your tech stack.
Solutions built for lean teams and real-world FM operations, with enterprise-grade security, data governance, and compliance built in from day one.
Six capabilities we deliver inside the engagement — each tied to a lever that matters: cost, risk, or experience.
Detect failure risk on rooftop units, chillers, pumps, and motors 2–6 weeks ahead.
Score subcontractors on quality, speed, cost, and compliance.
AI dispatch by skill, location, and SLA — the right tech on the right job.
Real-time waste monitoring across sites, flagged before the bill lands.
Audit-ready reports with automatic deadline tracking.
Flag anomalies from the field and auto-generate the report.
The patterns we've seen move the needle for FM operators — each designed to drop into your existing tooling.
Telemetry-driven anomaly detection on rooftop units, chillers, pumps, and motors — feeding directly into your CMMS as ranked, explainable alerts.
Document AI that extracts, normalizes, and validates vendor invoices and statements — flagging anomalies before they hit AP.
Per-site load forecasting and optimization — with measurement & verification baked in so finance trusts the numbers.
Retrieval-augmented systems grounded in your policies, contracts, and SOPs — with citations supervisors can defend.
A proven path from problem to production — five phases, one accountability line, from a focused pilot to a multi-site rollout. The last two, Operate and Maintain, are where we stay: partnership, not hand-off.
Find the highest-value, most feasible AI opportunities in how you actually operate — ending in a prioritized roadmap. We'll tell you if AI isn't the right tool.
Architect the solution — data, the AI/deterministic split, and governance — to fit your existing CMMS, ERP, and mobile tools. No rip-and-replace.
Ship a working system in weeks. Synthetic-first, so we start day one with no data dependency — real integrations, real users, measured against the outcome.
Run it with you. Measure real outcomes, tune, and earn trust on live work — with change management and field enablement built in.
Keep it healthy and evolving as your needs, data, and the technology change. We don't disappear at handoff — value compounds.
Bring us the decision your team is trying to make. We'll map it to the right AI surface — or tell you to skip AI entirely.