KladeAI Efficiency Audit

    Weekly spend

    Usage mix

    Spend by program

    USD, window · reconciled to the fully-loaded total

    Top seats by spend

    Cost accounting only. No output, ratio, or score is attributed to individuals (Methodology §7).

    Spend by provider

    USD, window

    Metered inference by model tier

    USD, window

    Seat licenses

    window

    Per-person averages

    firm-level 2

    How the Klade Ratio is computed

    Methodology §3

      Every Tier 3 ratio is an interval — the bounds are the attribution method applied conservatively vs. neutrally (Methodology §3). The three tiers are reported separately and never blended into a composite score. Workflows whose output is not priced in a system of record receive no Tier 3 ratio.

      Tier 1Waste ledger

      arithmetic on telemetry · USD, window

      Observed, non-inferential dollars — arithmetic on telemetry, no attribution model.

        Workflows

        the only unit of analysis

        One row per workflow — the only unit of analysis. Select a row for spend telemetry, output sourcing, and Tier 3 assumptions.

          Unvalued spend

          spend reported in full · no ratio offered

          AI spend whose output is not counted in any system of record — reported in full, never ratioed.

          “Uncounted knowledge work may be the most valuable AI use in an organization. Klade reports its spend and refuses to guess its value. Buyers who need that number guessed should hire someone else.”