AI across trips, costs and expiring paperwork
What can AI do for a fleet that a spreadsheet cannot?
Cost per kilometre is computed from posted fuel, toll, expense and service entries — not estimated. The compliance radar tracks insurance, fitness, permit and licence expiry as dates, not predictions.
Every figure in a LekhaPro answer is computed before any model sees it. A router picks the deterministic engines the question needs, those engines read your posted books and return a structured snapshot, and only then is the language model given that snapshot and told to write the reply. Switch the model off and an on-device narrator writes the same answer from the same numbers.
The copilot turns those into the sentence a fleet manager wants at 7am: which vehicles are off the road, which papers expire this month, and which routes are losing money.
Who does what
| Step | Who does it | Can the model change it? |
|---|---|---|
| Read the posted ledger | Deterministic engine | No |
| Compute the figure | Deterministic engine | No |
| Choose which engines to run | Router | No |
| Write the sentence | Language model | Wording only |
| Propose an action | Named, validated tool | Drafts it; you approve |
| Write to your data | Existing audited mutation | Never unattended |
What it does here
- Answers cost-per-kilometre and trip-profitability questions
- Summarises which documents expire in a window
- Explains driver-wallet balances and settlement gaps
The boundary
- GPS telematics depth is limited — verify what device integration you need before relying on it.
- Route optimisation is deterministic (haversine, nearest-neighbour, 2-opt), not model-driven.
Questions
What can AI do for a fleet that a spreadsheet cannot?
Cost per kilometre is computed from posted fuel, toll, expense and service entries — not estimated. The compliance radar tracks insurance, fitness, permit and licence expiry as dates, not predictions.
Does the AI ever calculate the numbers itself?
No. A deterministic engine computes every figure from your posted books and hands the model a structured snapshot; the model writes prose about it. Turn the model off and an on-device narrator produces the same answer from the same numbers — which is the test worth applying to any AI accounting claim.
Can it change my data?
Only through named tools bound to existing audited mutations, argument-validated before they run, and every tool that writes carries an approval requirement. Nothing bypasses the permissions your user account already has, and every write is logged like any other.