Categories

• Maintenance (18 tools)
  Most "predictive maintenance" predicts workflow (what to fix first), not failures. Watch the status column.
• Safety (9 tools)
  AI dashcams are the most mature fleet AI. Assistants built on top of them are newer.
• Dispatch (6 tools)
  Dispatch AI is moving from load boards to agents that search, rank and negotiate, but a human still approves the booking.
• Fuel (3 tools)
  Fuel AI is mostly analytics bundled into telematics. Ask which action it actually changes.
• Back Office (10 tools)
  Invoice scanning, work-order drafting and warranty claims: unglamorous, and often the AI that pays back fastest.

Also see the launch log and our Fleetio vs Whip Around and Optimum Fleet Health vs Uptake comparisons.