Consumption attribution layer

Every AI decision has an owner, a payer, and an outcome.

The ledger answers who consumed what, who pays, who owns the outcome, which provider was used, and how actual cost varied from prediction.

Total Governed Spend YTD$4.8MFinancial decisions before spend

Waste Prevented$1.2MBlocked or optimized before execution

Attribution Coverage94.3%Mapped to BU and cost center

Avg Variance vs Predicted+2.1%Reconciled after execution

Business unit showback allocation Visibility without journal transfer

Business Unit	Cost Center	Monthly Budget	Consumed	Remaining	Utilization	Trend	Top Workload Type

Token Bank Accounts Issued → reserved → consumed → returned

Account	Business Unit	Persona	Issued	Consumed	Reserved	Returned	Balance	Overage Policy	Projected Depletion

Value Realization AI spend reconciled to measured business benefit

Benefit Category	Measured Value	Annual Value	AI Spend	Payback	IRR	Confidence	Measurement

Asset Lifecycle and Attestation 0 agents require action

Agent	Owner	Business Unit	State	Last Attested	Next Due	Decay Score	Monthly Spend	Throttle	Action

Lifecycle Audit Trail Attestation, transfer, throttle, and deprecation evidence

Timestamp	Agent ID	Event	Actor	Evidence

Governance decision ledger

Timestamp	Workload ID	Business Unit	Persona	Provider	Predicted	Actual	Variance	Decision	ROI	Audit