Sphere capability

FinOps Command Center

Tracks incremental compute cost, token consumption, model routing, SAP/S4 call instrumentation, cache reuse, budget governance, and ROI against business value. Spend comes from LLMAuditRecord; value comes from ValueEventRecord.

AI spend

$0.0008

Computed from token ledger

Business value

$1,722,248,180.00

Reported value events

Net benefit

$1,722,248,180.00

Value minus compute cost

ROI multiple

2055188758949.9x

Only shown when cost and value exist

Creates fresh FinanceEvent, AgentExecution, LLMAuditRecord, ValueEventRecord, evidence and replay rows.

Universal Decision Cost Runtime

Every agent execution receives a cost envelope

Envelope coverage

100.0%

5,000 / 5,000 executions

Cost / agent decision

$0.000000

Includes deterministic zero-LLM envelopes

Explicit cost counters

10.0%

500 instrumented executions

SOR counter coverage

0.0%

0 executions with SAP/SOR counters

Every AgentExecution receives a FinOps envelope; explicit cost/SOR counters remain the hardening target for production-grade cost claims.

Agent Cost Runtime

Cost per agent, mission, model and decision

Agent	Calls	Tokens	Cost	Cost / decision	Value	ROI	Latency	Models
enterprise-decision-runtime Unmapped	1	958	$0.0008	$0.000838	$0.00	n/a	184.0 ms	compact-local-governed-model

Mission Cost Runtime

Rollup by finance mission

Mission	Calls	Tokens	Cost	Cost / call	Agents
Unmapped	1	958	$0.0008	$0.000838	enterprise-decision-runtime

Token Intelligence Runtime

Top token consumers

Unmapped

958

enterprise-decision-runtime · 100.0% of tokens · avg 958.0

Waste alerts: 0. Audit question: Can BP identify top token consumers and unnecessary context loading?

Model Routing Intelligence

Deterministic-first economics

Recorded calls

LLM share

100.0%

Deterministic-first routing is required for policy thresholds, duplicate lookup, SLA checks, and SAP field validation.

Tier distribution: {'balanced': 1}

Context Cost Intelligence

82.0%

capture_enabled

LLMAuditRecord input/output token totals until agent evidence emits context_used counters.

SAP Call Intelligence

capture_enabled

No SOR gateway counters found in LLMAuditRecord.evidence_json for the selected window.

Cache Intelligence

0.0%

opportunity_only

Prompt/input hash repeat analysis; actual cache_hit counters not yet emitted.

Learning Optimization

0.0%

Positive trend means average tokens per decision decreased over the selected window.

Budget Governance

Alert, throttle, switch model, or require approval

Mission	Spend	Budget	Used	Value	Action
Controls	$0.0000	$1,800.00	0.0%	$0.00	monitor
FP&A	$0.0000	$1,800.00	0.0%	$0.00	monitor
O2C	$0.0000	$3,000.00	0.0%	$875,000.00	monitor
P2P	$0.0000	$2,500.00	0.0%	$856,000.00	monitor
R2R	$0.0000	$2,800.00	0.0%	$1,625,000.00	monitor
Tax	$0.0000	$1,200.00	0.0%	$0.00	monitor
Treasury	$0.0000	$1,500.00	0.0%	$1,875,000.00	monitor
Unmapped	$0.0008	$750.00	0.0%	$0.00	monitor

Budgets are configured governance controls for the demo environment, not tenant-approved production limits.

FinOps Replay

Execution economics trace

Execution	Agent	Model	Tokens in / out	Cost	Value	SAP counters	Replay
0f4f1d7b-960	enterprise-decision-runtime	compact-local-governed-model	812 / 146	$0.000838	$0.00	capture_enabled	Open replay

SOR Writeback Proof

Confirmed document versus governed intent

Ledger attempts

Rows in governed writeback ledger

Dry-run / intent

Policy-gated, not production posting

Confirmed 2xx writes

Non-dry-run successful adapter calls

Confirmed docs

Successful writes with document reference

Confirmed SOR posting is claimed only for non-dry-run 2xx writebacks that return a document reference. Dry-run rows prove governed intent and policy-gated execution, not production posting.

Customer production SOR credentials and approved non-dry-run adapters are required before a production document reference can be represented as confirmed.

Writeback	SOR	Entity	Action	Mode	HTTP	Proof	Created
5a5ac854-34b	sap-s4hana	invoice BP-SVC-884220	block_payment	live attempt	200	2xx without document ref	2026-07-13T19:39:06.118915
d4055aea-023	sap-ariba	supplier_task VEND-8842	request_supplier_duplicate_confirmation	live attempt	202	2xx without document ref	2026-06-29T08:18:13.810135
cf628e91-3ae	sap-ecc-ap	invoice INV-LIVE-DUP-1778594510	apply_payment_block	live attempt	202	2xx without document ref	2026-06-29T08:10:04.056990
f85e7ed6-7a2	sap-s4-finance	journal R2R-WORKSHOP-JE-001	stage_correction_journal	live attempt	202	2xx without document ref	2026-06-29T08:10:04.056990
0e8f56e4-230	servicenow	fixed_asset_request FA-WORKSHOP-CAP-001	create_asset_controller_review_task	live attempt	202	2xx without document ref	2026-06-29T08:10:04.056990
a3f18773-525	microsoft-graph	approval_message P2P-WORKSHOP-DUP-001	publish_supervisor_approval_card	live attempt	202	2xx without document ref	2026-06-29T08:10:04.056990
3d3d6ba0-9af	treasury-tms	cash_position TREASURY-WORKSHOP-001	stage_cash_position_commentary	dry-run	202	dry-run intent	2026-06-29T08:10:04.056990
385efcf3-d48	sap-ariba	supplier_task BP-VEND-8842	request_supplier_duplicate_confirmation	live attempt	202	2xx without document ref	2026-06-29T08:10:04.056990

CFO AI Economics Dashboard

AI spend: $0.0008

AI savings/value: $1,722,248,180.00

Cost per decision: $0.000838

Cost per collection: $0.000000

Cost per close: $0.000000

Data Basis

Cost source: LLMAuditRecord

Value source: ValueEventRecord rows linked to agent_id, assistant_id, or execution_id

SAP source: No SOR gateway counters found in LLMAuditRecord.evidence_json for the selected window.

Cache source: Prompt/input hash repeat analysis; actual cache_hit counters not yet emitted.

Budget source: BP workshop governance baseline

Live FinOps API SOR Writeback Proof API AI Cost & Usage Legacy Runtime FinOps