Proof · Pour: lead

Token savings are hard to sell until management sees before/after proof on its own code.

The dashboard makes the hidden tax visible: repeated reads, wrong files, loops, wasted calls and real savings.

$ aindex roi --json

tokens_avoided
cost_saved
time_saved
predicted_vs_observed

Commande

Proof / ROI Dashboard

Show tokens avoided, cost saved, time saved and wasted reads.

CLI

aindex roi --json

MCP

status detail=roi

Example output

Ce que le Cerveau fait automatiquement

Management gets numbers it can forward: tokens avoided, cost saved, time saved and loops killed.

On demand

This workflow is not auto-triggered by the Brain yet; run it explicitly with the command above or its MCP action.

Not measuredPreuve

Non mesuréNo public benchmark covers this workflow yet — the proof is the live command output above, not a positioning claim.

Source—

AvailableRuntime feature status · 0 evidence item(s). Metadata-only; no raw source included.

Tier requis

Reconciles predicted vs observed token savings into an export-ready ROI board for management.

Pro · €49/mo

Usable for pilots, with contracts still being hardened from observed runs.

Buyer grade

Buyer-safe for pilots, but still below fully hardened Sourcegraph-class parity.

Visible in

This workflow stays discoverable across setup, CLI, MCP status, docs, dashboard and pricing — never a hidden command.

Feature visibility checklist

This keeps grouped product names discoverable without claiming a separate maturity level from the underlying workflow.

Proof / ROI DashboardBeta

Tokens avoided, cost saved, time saved and predicted vs observed proof.

Proof

$ saved per team