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Read the ROI dashboard and export reports

See savings, cost, tokens, and interventions, trace every figure to its runs, and export.

WhoEveryone (dashboard). ROI Inspector: Tenant Admin, Department Manager.View as Markdown

Open ROI in the sidebar. Choose Today, This Week (default), This Month, or This Year.

What the tiles mean

TileMeaning
Est. SavingsManual cost of the work minus what AMC spent on it. Shows its share of gross value and the pass rate.
Est. CostModel cost plus human cost for the period.
TokensTokens used, split into agent and host.
Human InterventionsHow many times a person stepped in.

How ROI is calculated

  • Net savings = manual-run cost baseline - (model cost + human cost).
  • Human cost = interventions x the workflow's HITL cost.
  • Pass rate = passing runs / runs with an evaluation signal. It follows any outcome corrections.
  • Each workflow has a Manual cost / run and a HITL cost, set under Agents > Manage > Workflow settings. Until someone sets them, AMC uses defaults of $150 per run and $50 per intervention and labels them Default.

Drill down

Drill into ROIDemo data
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If you can see more than one department, ROI opens on Savings by Department.

If you can see more than one department, the page opens on Savings by Department. Select a department to see Savings Breakdown by Workflow Type. Select Back to all departments to return.

Trace a figure in the ROI Inspector

Select any tile or workflow row to open the ROI Inspector. It lists every run behind the number, with tokens, model cost, interventions, human cost, baseline, net savings, and pass or fail. Reconciles to confirms the per-run figures add up to the dashboard total.

Model cost is labeled Provider-actuals when reconciled against Azure billing, Pending reconciliation before that, or Metadata-derived when computed from token counts.

Export

  1. Select Download ROI Report on the dashboard or in the Inspector.
  2. Choose CSV, Excel, or JSON.

Exports cover the selected period and department, include 11 columns that match the Inspector, carry a schema version for data pipelines, and are recorded in the audit log.

Last updated 2026-10-21