How Kanon Fleet Works

Step 1: Upload

Upload your monthly exports (CSV or Excel).

  • Invoices or work orders
  • Route/run summaries (if available)
  • Cost totals
  • Optional: labor hours, fuel, disposal

No integrations required.

Step 2: Data Reconciliation

Your files are:

  • Classified
  • Mapped
  • Normalized
  • Matched across periods

Revenue tie-outs and data quality checks ensure the snapshot is trusted before analysis begins.

Step 3: Margin Modeling

Costs are allocated using transparent rules. Contribution margin is calculated at multiple operational levels.

No hidden formulas. No AI-generated profit math.

Step 4: Drift & Action

Margin changes are compared to baseline. Operational triggers surface ranked actions.

Each recommendation includes:

  • Evidence tables
  • Assumptions
  • Impact estimate
  • Confidence score
  • Measurement plan