The MEP Contractor's AI Handbook

briq Research · Specialty Contracting · Jan 2026

How mechanical, electrical, and plumbing contractors are using Otto to manage coordination, procurement, and workforce challenges.

MEP contractors face a unique set of challenges: complex coordination across trades, tight procurement timelines, certified workforce requirements, and thin margins that punish inefficiency.

This handbook examines how AI tools — specifically Otto and the briq platform — address the pain points that are specific to mechanical, electrical, and plumbing contractors.

Coordination is the biggest bottleneck. Otto's drawing intelligence can analyze coordination drawings, identify conflicts between MEP systems, and generate RFIs automatically — reducing coordination review time from days to hours.

Procurement timing in MEP work is critical. Long-lead equipment orders, material price volatility, and just-in-time delivery requirements demand precision. Otto tracks material commitments against project schedules and alerts procurement teams when ordering windows are closing.

Workforce management for MEP contractors involves prevailing wage compliance, apprenticeship ratio tracking, and jurisdictional requirements that vary by project and location. Otto automates certified payroll generation, tracks compliance ratios in real time, and flags issues before they become violations.

The handbook includes real implementation timelines and ROI data from MEP contractors who have deployed Otto across their operations.