meilynx_

Capability

Attribute every dollar — and every risk.

Because Meilynx sits inline at the data path, it sees model, tokens, cost, and governance findings on every call. That spend and exposure gets attributed to the team, feature, and outcome that created it — captured as hashed, aggregate metadata, never raw payload.

Cost attribution

Every dollar, before month-end.

Spend is captured at the call, not reconstructed from a provider invoice weeks later — so finance sees AI cost per team, per feature, and per outcome while there's still time to act.

Per-team budgets

Set budgets by team, project, or department and watch them in one place.

Hard cost caps

Per-request and per-period caps enforced inline — before the spend happens.

Outcome attribution

Tie spend to the feature and business outcome it produced, not just the model.
Risk attribution

Governance findings, with an owner.

A blocked MNPI leak or a redacted PII field isn't just an event — it's attributable. Meilynx maps every finding to the team and workflow behind it, in the same record that backs your examination package.

Findings by team

PII and MNPI findings attributed to the team and workflow that triggered them.

Exposure view

See where sensitive data and risky tool use concentrate across the org.

Same audit chain

Every finding is the same record an examiner can verify — not a separate report.
How it stays private

Attribution without exposure.

The proxy processes prompts and responses inside your perimeter. Only hashed, aggregate metadata — token counts, cost, rule outcomes — flows to the shared control plane for dashboards and rollups.

  • Raw prompts and responses never leave your environment.
  • Spend and findings roll up by team, project, and environment.
  • The same metadata powers budgets, anomaly detection, and the compliance posture view.

A note on cost

Cost is a feature of the governance system, not a separate product. Because enforcement and attribution run from the same position in the data path, the dollar figure and the risk finding share one source of truth — the audit trail — instead of living in two tools that never quite agree.

Get started

Put a number on every team's AI

We'll show budgets, caps, and how cost and risk roll up from the data path.