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STRATEGIC AI · FACILITIES MANAGEMENT

Built to ship
AI inside your business.

A strategic AI partner for the FM industry — built by people who came up in facilities operations. We own the journey from discovery and design through build, operate, and maintain, so initiatives move beyond pilots into production-grade systems.

AI, IN THEORY AND PRACTICE.

FM teams are drowning in data they can't use

The pressure is rising, the tools are fragmented, and the intelligence to act lives everywhere except where decisions get made.

Manual, fragmented processes

Work orders, inspections, and reporting live across email, spreadsheets, and legacy CMMS — with no unified view.

Disconnected systems

Tech stacks that don't talk to each other. Data sits in silos with no single source of truth.

Limited visibility

Without real-time intelligence, managers fly blind on performance, cost, and risk until it becomes a crisis.

Pressure to do more with less

Lean teams absorb rising labor costs, tightening SLAs, and growing complexity — with no new headcount.

Practical AI for FM teams — without the complexity

We meet FM operators where they are — with no internal data science function required.

Our Design Principle

Every nTheory AI engagement is built around one question: what decision does this team need to make faster, better, or more confidently? We build for that outcome — not for the technology.

Capability
What it means in practice

High-impact use case identification

We find where AI creates the most value in your specific operations — inspections, work orders, vendor management, reporting — tied to clear cost or revenue outcomes.

Workflow automation

We automate the manual, repetitive work that consumes your team's time — surfacing actionable insight, not more dashboards to monitor.

Integration into existing tools

AI fits into your current systems — CMMS, ERP, mobile tools, communication platforms — without requiring a rip-and-replace of your tech stack.

Secure, scalable deployment

Solutions built for lean teams and real-world FM operations, with enterprise-grade security, data governance, and compliance built in from day one.

Signature AI capabilities

What we deliver inside the engagement — each tied to a lever that matters: cost, risk, or experience.

Cost

Predictive Maintenance

Detect failure risk on rooftop units, chillers, pumps, and motors 2–6 weeks ahead.

Risk

Vendor Intelligence

Score subcontractors on quality, speed, cost, and compliance.

Experience

Intelligent Routing

AI dispatch by skill, location, and SLA — the right tech on the right job.

Cost

Energy Anomaly Detection

Real-time waste monitoring across sites, flagged before the bill lands.

Risk

Reporting & Compliance

Audit-ready reports with automatic deadline tracking.

Experience

Inspection Automation

Flag anomalies from the field and auto-generate the report.

A proven path from problem to production

Five phases, one accountable team. AI isn't a one-off project — the last two phases, Operate and Maintain, are the promise other consultancies don't make. Partnership, not hand-off.

01 · Weeks 1–3

Discover

Find the highest-value, most feasible AI opportunities in how you actually operate.

02 · Weeks 3–6

Design

Architect the solution — data, AI/deterministic split, governance — before a line is built.

03 · Weeks 6–14

Build

Ship a working system in weeks. Synthetic-first, so we start day one with no data dependency.

04 · Ongoing

Operate

Run it with you. Measure real outcomes, tune, and earn trust on live work.

05 · Ongoing

Maintain

Keep it healthy and evolving as your needs, data, and the technology change.

Two complementary practices

Applied AI for the work your team does today, and the cloud foundations that keep it running tomorrow.

AI SOLUTIONS

Applied AI for FM operators.

Predictive maintenance, vendor invoice triage, energy forecasting, compliance retrieval — designed to drop into the tools your team already uses.

  • Predictive maintenance & HVAC reliability
  • Vendor invoice & statement triage
  • Energy load forecasting
  • Compliance & knowledge retrieval
CLOUD SOLUTIONS

Cloud foundations built for lean teams.

The data, security, and operational substrate your AI runs on — sized for SMB FM operations, not enterprise-scale overhead.

  • Right-sized data platforms
  • Reference architectures for AI workloads
  • Security, cost & observability guardrails
  • Migration & modernization

Bring us the decision you're trying to make.

Tell us about the team, the workflow, and the outcome. We'll tell you whether AI is the right tool — and what it would take to ship.