Know your real route margins. Act with confidence.
Kanon Fleet turns your existing monthly exports into trusted profit snapshots, ranked operational actions, and measurable improvement tracking.
- Monthly Snapshots
- •
- Deterministic math
- •
- Tie-outs
- •
- Confidence flags
- •
- Evidence-backed actions
Margin compression hides in plain sight.
Most fleet operators track revenue closely. Few can see how operational margin changes at the route, driver, or customer level.
- Route density shifts.
- Overtime creeps.
- Low-margin customers accumulate.
- Disposal or fuel costs rise quietly.
By the time it’s visible in financial statements, the damage is already done.
Margin drift vs baseline (sample)
Month-over-month contribution margin change
A disciplined monthly margin system.
Reconciled Snapshot
Upload your exports. We reconcile the data into a clean, structured snapshot with transparent tie-outs and visible assumptions.
Margin & Drift Visibility
See contribution margin by route, driver, and customer — and how it changed versus baseline.
Ranked Operational Actions
Receive evidence-backed actions with conservative impact estimates and clear measurement plans.
What Kanon Fleet Is (and Isn't)
✓ Is
- Monthly profit snapshots
- Margin drift detection
- Ranked operational actions
- Measurement tracking
× Isn't
- Dispatch software
- Accounting software
- Real-time tracking
- A replacement system
No black box profit math.
- ✓Cost allocations conserve exactly.
- ✓Grouping errors are surfaced.
- ✓Proxies are clearly flagged.
- ✓Every recommendation includes its evidence table.
- ✓Assumptions are visible.
- ✓AI assists data reconciliation and explanations only. Profit calculations are deterministic.
Examples of what you’ll see.
Restore route density on underperforming run-days
Improve stops per run-day and reduce labor cost percentage.
Reprice bottom-decile low-density customers
Align pricing with cost-to-serve using historical margin data.
Audit overtime and dispatch sequencing
Identify scheduling inefficiencies increasing labor per stop.
Example outputs shown. Impact ranges depend on fleet size, data quality, and operational constraints.
A repeatable operational discipline.
Upload
Review Snapshot
Implement Actions
Measure Improvement
Repeat Next Month
Continuity and operational habit formation are the goals.
Who It’s For
- — Route-based service businesses
- — 15+ vehicles
- — Owner-led or GM-led teams
- — Already using dispatch/billing software
- — Concerned about margin compression