Field guideLive data updated Jul 20, 2026
How to evaluate any Facilities vendor in 2026
01 · The category
What a Facilities tool is for in 2026
The systems that run the physical store, from security to energy to the drive. A quiet category where reliability beats features.
44
vendors
77
capabilities
49
category score
-1.9%
momentum
02 · The capability map
Which capabilities are baseline, and which are rare
Every Facilities capability, colored by how many of the 44 tracked vendors offer it. Darker means common, faint means rare. This is the proprietary core.
Table-stakes
16common across the categoryInstallation & Deployment Services
10 of 3231.3%
Compact & Configurable Equipment Design
8 of 3225%
Durable & Heavy-Duty Construction
8 of 3225%
Car Wash Equipment & Tunnel Systems
7 of 3221.9%
Third-Party & API Integration
6 of 3218.8%
Safety Equipment & Certification
6 of 3218.8%
Water Filtration & Treatment
6 of 3218.8%
Compliance Management & Automation
5 of 3215.6%
Car Wash Chemistry & Consumables
5 of 3215.6%
Wheel & Tire Service Equipment
5 of 3215.6%
Automotive Service & Shop Equipment
5 of 3215.6%
Vehicle Detailing & Reconditioning
5 of 3215.6%
Branding & Signage Services
5 of 3215.6%
Workflow & Process Automation
5 of 3215.6%
DMS & System Integration
5 of 3215.6%
Touchless & Soft-Touch Wash Technology
5 of 3215.6%
Emerging
53spreading nowSafety & Compliance Training
4 of 3212.5%
Facility & Vehicle Inspection Management
4 of 3212.5%
Parts & Supplies Management
4 of 3212.5%
HVAC & Air Circulation
4 of 3212.5%
Vehicle Protective Coatings & Surface Protection
4 of 3212.5%
Ventilation & Fume Extraction
4 of 3212.5%
Self-Service Wash & Kiosk
4 of 3212.5%
Storage & Shelving Systems
4 of 3212.5%
Asset Tracking & Visibility
3 of 329.4%
Video Surveillance & Monitoring
3 of 329.4%
Access Control Systems
3 of 329.4%
Antimicrobial & Specialty Materials
3 of 329.4%
Claims & Coverage Management
3 of 329.4%
Power Distribution & Management
3 of 329.4%
Vehicle Drying Systems
3 of 329.4%
Support Services & Network
3 of 329.4%
Environmental & EPA Compliance
3 of 329.4%
Dual & Multi-Fuel Systems
3 of 329.4%
Body Shop & Collision Equipment
3 of 329.4%
EV Service Equipment & Infrastructure
3 of 329.4%
Ergonomic & User-Friendly Operation
3 of 329.4%
Lifts & General Shop Equipment
3 of 329.4%
Payment Processing & Collection
3 of 329.4%
Remote & Centralized Management
3 of 329.4%
Equipment Movement & Transfer
3 of 329.4%
Access Control & Authentication
2 of 326.3%
Compliance Documentation & Audit Trail
2 of 326.3%
HR Compliance & Policy Management
2 of 326.3%
Instructor-Led & Compliance Training
2 of 326.3%
Data Security & Privacy
2 of 326.3%
Employee Management
2 of 326.3%
Core DMS Platform
2 of 326.3%
Benchmarking & Trend Analysis
2 of 326.3%
KPI Dashboards
2 of 326.3%
Repair Order & Service Analytics
2 of 326.3%
Omnichannel Digital Retail
2 of 326.3%
Payments & POS Processing
2 of 326.3%
Inventory & Lot Management
2 of 326.3%
Unified Security Platform & Analytics
2 of 326.3%
Inventory Tracking & Synchronization
2 of 326.3%
Low-Maintenance Design
2 of 326.3%
ROI & Revenue Optimization Tools
2 of 326.3%
Waste Oil Systems
2 of 326.3%
Facility Heating Systems
2 of 326.3%
Fluid Evacuation & Transfer
2 of 326.3%
Modular & Canopy Design
2 of 326.3%
Central Vacuum & Vending Integration
2 of 326.3%
Mobile Service Enablement
2 of 326.3%
Facility & Bay Lighting
2 of 326.3%
Identity & Buyer Verification
2 of 326.3%
Key Management Systems
2 of 326.3%
Resurfacing & Machining Equipment
2 of 326.3%
Diagnostic Scan Tools & Testing
2 of 326.3%
In Facilities, 10 of 32 vendors offer installation & Deployment Services. If yours does not, that is the first question to ask.
AI in Facilities
What the AI in this category actually does
AI is a capability, not a category — so it shows up here as what the software concretely does. 6 of the 32 vendors we've mapped in Facilities carry at least one AI capability we can name. Every figure below is 100% model-detected, not yet verified.
Prediction and scoring3 of the 32 vendors we've mapped
Models that rank, price, or forecast — the output is a number that flows into an operational decision.
Vision and inspection3 of the 32 vendors we've mapped
Computer vision over vehicles, lots, and facilities.
Analytics and insights1 of the 32 vendors we've mapped
Natural-language questions, summarization, and anomaly detection over your own business data.
A further 1 mapped Facilities vendors carry a capability whose AI classification we have not settled yet. They are deliberately excluded from the counts above rather than rounded in.
How we grade AI claims across every category03 · The score shape
Where the whole field is strong, and where it is weak
The five dimensions that make up the category score, aggregated across every vendor. Weight your contract toward wherever the field is weakest.
Capability quality24.25 / 35
Vendor freshness14.2 / 25
Integration relevanceWeakest0.88 / 15
Implementation ease4.51 / 15
Category focusStrongest8.9 / 10
The field is strongest on category focus and weakest on integration relevance. Weight your contract toward integration relevance, because the category will not give it to you for free.
04 · Movement & choice
How fast it is moving, and where choice matters
Momentum
-1.9%
Cooling. You can lock a longer term without missing much new.
Dispersion: best vs median spread
33.4 pts
0median 49100
Tighter. Tools cluster close together, so compete on price, service and fit rather than raw capability.
05 · Integration & certification
How connected it is, and what the certs really mean
Connectivity
Island0.89
avg partners
58%
two-way
Sparse. These tools tend to stand alone, so budget for the glue work this one will not do for you.
OEM certification density
7% of vendors
Toyota3
Hyundai1
Genesis1
Audi1
Certs are about 90% model-detected, not human-verified. Treat a single cert as a soft filter, not proof.
06 · The checklist
The evaluation checklist and negotiation levers
Ask these five in the demo
CapabilityWalk me through installation & deployment services. Is it native, or bolted on through a partner?
FreshnessWhat shipped in the last two quarters, and what is firmly on the roadmap for the next two?
IntegrationShow me a live two-way integration with my DMS, not a nightly data export.
OnboardingWhat does week one actually look like, and who owns the data migration?
FocusWhat share of your business is Facilities, versus everything else you sell?
Must-haves: table-stakes
Installation & Deployment Services10 of 32
Compact & Configurable Equipment Design8 of 32
Durable & Heavy-Duty Construction8 of 32
Car Wash Equipment & Tunnel Systems7 of 32
Third-Party & API Integration6 of 32
Safety Equipment & Certification6 of 32
Probe these: rare
Your renewal levers
If a table-stakes capability is missing, that is your strongest lever. 31.3% of the field already includes installation & deployment services.
Momentum is -1.9%. You can ask for a longer term in exchange for a better rate, since little is changing.
Dispersion is tight, so push on price, service and onboarding rather than raw features.
Connectivity is a island. Price in the integration work this tool will offload onto you.
Common questions
What should a Facilities tool do in 2026?
The systems that run the physical store, from security to energy to the drive. A quiet category where reliability beats features.
What is table-stakes in Facilities?
The capabilities most tracked vendors offer: installation & deployment services, compact & configurable equipment design, durable & heavy-duty construction, car wash equipment & tunnel systems, third-party & api integration. If a vendor is missing one of these, it is behind the field.
How do I evaluate a Facilities vendor?
Grade it on five things: capability quality, how fresh the product is, how well it integrates, how easy it is to implement, and how focused the vendor is on Facilities. Then run the demo questions and check it against the table-stakes list above.