Most "predictive maintenance" predicts workflow (what to fix first), not failures. Watch the status column.
| Tool | AI status | AI feature | AI tier | Pricing | Fit | Tech-first |
|---|
| Fleetio | SHIPPED | AI Service Advisor: telematics fault monitoring into prioritized issues, work-order drafting, cost comparison vs history, warranty opportunities, auto-approvals | Unclear; likely Professional ($7) or above | Essential $4/veh/mo annual, Professional $7, Premium $10 (secondary source; fleetio.com/pricing bot-blocked) | 5-50 vehicles | 3/5 |
| Motive | SHIPPED | Motive Maintenance: plain-language fault codes, severity ranking, auto work orders, AI invoice scanning; AI dashcams | Not public | Quote-only (third-party est. $20-45/veh/mo, unverified) | Fleets on Motive ELD/dashcams | 3/5 |
| Samsara | SHIPPED | Connected Maintenance (warranty-claim AI, fault insights, Shop Planner), Samsara Assistant, Agent Studio | Not public | Quote-only | 20+ vehicles | 2/5 |
| Geotab | SHIPPED | Geotab Ace generative-AI assistant: plain-language fleet analytics, support answers; MCP connector planned | Included with Geotab subscription (per vendor FAQ) | Via resellers; not published | Mid to enterprise; integration-heavy fleets | 0/5 |
| Lytx | BETA | AI video safety; LytxOne all-in-one platform; Lytx AI Assistant | Not public | Quote / reseller | Small to enterprise | 0/5 |
| Whip Around | SHIPPED | AI Inspections Pro (reviews inspection photos/notes); Bulk Uploader AI | Unclear | Reported ~$5 Standard / ~$10 Pro per veh/mo (unverified) | DVIR-first small fleets | 0/5 |
| AUTOsist | HYPE | None verified on vendor pages (third-party 'AI' claim unsupported) | n/a | 1 vehicle free; $6/veh/mo annual ($7 monthly), $59/mo min (vendor pricing page) | Owner-operators | 0/5 |
| Fullbay (incl. Pitstop) | BETA | Claudia AI receptionist; Fullbay Next; Pitstop predictive maintenance | Claudia = paid add-on ('nominal monthly subscription') | Quote-only | Heavy-duty repair shops | 1/5 |
| Intangles | SHIPPED | Predictive health monitoring ahead of fault codes; EV battery analytics | Not public | DATA GAP: not found | Mid-size trucking | 2/5 |
| Optimum Fleet Health | SHIPPED | Optimum VRx: anomaly detection, time-to-failure prediction, prescribed repairs | Core product | Reported $29/veh/mo (insurer marketplace listing now offline; not re-verifiable) | Diesel fleets, 1+ vehicles | 3/5 |
| Uptake Fleet | SHIPPED | Sensor + work-order analytics scoring component failure risk | Core product | $25/veh/mo (AWS Marketplace) | Mid to large fleets | 2/5 |
| Preteckt | SHIPPED | AI prognostics predicting component failures | Core product | Not published | Transit agencies, enterprise | 3/5 |
| MaintainX | SHIPPED | CoPilot AI | Enterprise (custom) | Free Basic; Essential $20/user/mo annual; Premium $65; Enterprise custom | Mixed fleet + facilities | 0/5 |
| UVeye | SHIPPED | AI-powered drive-through inspections: 360° imaging, sensors and patented AI algorithms detect vehicle issues (tires, undercarriage, body) | Not public | Not public | Not stated | 0/5 |
| Fleetrock | SHIPPED | Fleetrock AI: fault-code analysis with action plan, analytics assistant, repair-order assistant, PO and invoice import, repair-order audit, predictive maintenance, dashboard anomaly insights | Not public | Not public | Not stated | 3/5 |
| Cetaris | SHIPPED | AI-driven insights to predict part failures and future parts demand | Not public | Not public | Not stated | 1/5 |
| RoadBays AI DTC Insights | SHIPPED | AI Fault Code (DTC) Insights: paste a diagnostic trouble code, get probable cause, recommended action and severity priority | Not public | Not public | Not stated | 2/5 |
| RTA Ron360 AI | SHIPPED | Ron360 AI assistant in RTA Fleet360: plain-English questions over assets, work orders, PMs, parts, costs and compliance; answers as summaries, charts or cited knowledge-base answers, with a reasoning trace | Not public | Not public | Not stated | 2/5 |