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Facilities, building operations & asset management AI

Post-construction tools that unify building systems data, detect faults, and optimize energy and maintenance.

DESK RESEARCH, NOT TESTED. Compiled from vendors' public websites (accessed Oct 14, 2026–Oct 15, 2026). Vendor claims are not verified by Means & Methods Lab. No scores or rankings.

Tools in this category (8, alphabetical, not ranked)

0 of 8 vendors publish a price. "Not publicly listed" means we could not find one on the vendor's site.

Facilities, building operations & asset management AI: tool, AI role, who it is for, pricing as publicly stated
Tool	AI role	Who it's for	Pricing (as publicly stated)	Status
Brightly (Siemens) Asset management & CMMS	AI features added to established product	Facilities and infrastructure owners in education, government, healthcare, manufacturing, and senior living.	Not publicly listed	NOT TESTED
Citylogix Municipal road & right-of-way asset management	AI features added to established product	City and county public works and transportation departments.	Not publicly listed (site offers a free trial). (Checked Oct 15, 2026.)	NOT TESTED
ConeLabs AI 3D inspection for buildings & infrastructure	AI-first	Inspection engineers and technicians, and owners of building envelopes, bridges, roads and utility assets.	Not publicly listed (site routes to a demo). (Checked Oct 15, 2026.)	NOT TESTED
ITpipes Pipe inspection software & AI defect coding	AI features added to established product	Public works leaders, engineers, GIS specialists, asset managers and pipeline inspection contractors.	Not publicly listed (site routes to contact). (Checked Oct 15, 2026.)	NOT TESTED
MaintainX CMMS & asset management	AI features added to established product	Maintenance, facilities, and operations teams.	Not publicly listed (pricing page exists; not reviewed in this pass).	NOT TESTED
SewerAI AI sewer inspection coding & capital planning	AI-first	Municipal utilities, inspection contractors and engineering firms working on sewer networks.	Not publicly listed (site routes to a demo). (Checked Oct 15, 2026.)	NOT TESTED
Trendspek 3D structural inspection & lifecycle records	AI features added to established product	Owners and engineers managing structures and critical assets, such as bridges, refineries and industrial facilities, and their inspection contractors.	Not publicly listed (site routes to a demo). (Checked Oct 15, 2026.)	NOT TESTED
Willow Building operations AI	AI-first	Owners and facilities teams in higher education, healthcare, retail, aviation, and more.	Not publicly listed	NOT TESTED

Side-by-side comparisons

MaintainX vs Brightly · Two CMMS and asset management platforms now owned by larger groups (MaintainX joining Autodesk; Brightly now Siemens). Vendor-published facts only.
Trendspek vs ConeLabs · Two 3D inspection platforms for structures. Trendspek emphasizes the lifecycle record and capital planning; ConeLabs emphasizes 3D reconstruction from any camera plus AI analysis.
Citylogix vs Trendspek · Both support condition-based capital planning for public and critical assets: Citylogix for road networks and right-of-way, Trendspek for individual structures.
SewerAI vs ITpipes · Two sewer and pipe inspection platforms with AI defect coding to NASSCO standards. Compared using vendor-published facts only.

Questions to ask before a demo

Which building systems and protocols does it connect to?
Does it only recommend, or does it control equipment?
How are savings measured and verified?

These are Means & Methods Lab's suggested questions, not findings about any tool.

Benchmark status

Not part of a planned benchmark round. Directory listing only. See leaderboards and methodology.

Other categories

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