Agents / mcit

Settlement Agent

Agent preparedGovernanceEntity-PrivateLimited riskGov Reuse1 runs/30d

Reconciles metered consumption against entitlements at month end, drafts each publisher's settlement statement under the revenue-share rules, and flags variances for a finance officer to clear. Payment runs are released by a person.

Governs the marketplace

Agent preparedAll governance agents →

An agent gathers the evidence, applies the rule, scores the case and recommends an outcome. A named human decides and the decision is recorded against them.

Acts for
Marketplace Operator
Action class
advisory
Decisions / 30d
9
Overturned by a human
0%

Processes covered

  • Metering reconciliation
  • Settlement statements

Stages:operate

Memory

Retains reconciled periods for 7 years under financial record rules.

Safe state

Produces no statements and alerts finance when the metering ledger and entitlement registry disagree by more than 0.5%.

Reviewer time per case: 20 min with this agent, 240 without.

Tools

  • Usage metering ledger
  • Entitlement registry
  • Revenue-share rules
  • Statement drafter
  • Variance flagger

Data access scope

  • Read-only: billed calls, entitlements and licence terms
  • Write: draft statements and variance flags only
  • No access to payment instruments or bank details

Guardrails

  • Cannot release a payment run; the finance officer does
  • Any variance above 2% of a statement blocks the draft until cleared
  • Consumption is reconciled per entitlement, so a call outside an entitlement is a flag, not revenue

Human-in-the-loop

  • Finance officer clears variances and releases the payment run

Orchestration

Trigger / IntakeLLM Orchestratorfanar-gov-7b-instructUsage metering ledgerEntitlement registryRevenue-share rulesStatement drafterHumansign-off

Every tool call is scoped by the declared data access above; the orchestrator cannot reach systems outside it. Owning entity: MCIT.

Live demo run

Watch the agent execute a real scenario step by step, every tool call, validation, and human checkpoint is traced and auditable. Typical run: ~5.5s.

Owning entity

mcMCIT

Updated 2026-07-01. Run traces retained 24 months for audit under the platform governance policy.

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