Leak
Auto-escalation
Premium models (o1, Claude, GPT-4o) invoked on routine tasks without buyer intent.
Governance-first · AI spend control
Agentic Cost Governance
Keep AI automation without silent premium-model bleed
Organizations running background agents, Copilot, Cursor, and custom workflows face unattributed AI spend leakage — auto-escalation to premium models, shared API keys, and workflow bleed that erodes ROI. Noetfield provides the governance and audit layer: spend surface mapping, cost-safe routing policy, and tamper-evident receipts — not a bot catalog.
Spend leak auditGovernance-only · not MSB
- Audit · Firewall · Ledger · ROI router · Escalation policy
Available now — capability scope
Honest scope for diligence reviewers — what you can demo, export, and defend today.
Governance evaluateAvailable
TLE v1 + workspace UIAvailable
Board PDF · procurement ZIPAvailable
M365 metadata connectorsAvailable
Framework citationsOrientation
Payment rails / MSB executionOut of scope
Buyer pain
Silent cost leaks destroy automation ROI
Auto model selection, high-reasoning defaults, background agents, shared API keys, and fallback escalation debit the same budget without attribution — finance cannot tie spend to outcomes.
Leak
Shared credentials
Multiple apps on one API key — spend attribution broken across teams and workflows.
Leak
Workflow bleed
GitHub Actions, Copilot, Cursor, and native API calls debit the same invisible budget.
Modules
Governance artifacts — not a deployment platform
Policy, audit, and receipt layer. Customers deploy agents; Noetfield maps spend, enforces routing policy, and exports evidence.
| Module | Outcome |
|---|---|
| AI Spend Leak Audit | Spend surface map, leak zones, ROI leakage estimate |
| Premium Model Firewall | Cost-safe defaults, escalation gates, budget caps, key isolation |
| Automation Cost Ledger | Per-invocation cost, model-selection reasoning, anomaly flags |
| Model ROI Router | Cheapest model that meets outcome bar; savings forecast |
| Premium Escalation Policy | Approval workflow, cost-benefit trail, governance log |
Board PDF in your next governance meeting
Non-confidential intake · include your Request ID · Copilot Governance Pack ($2k–10k · 90 days · board PDF), Trust Brief ($10k), federal or MSP lane · operations@noetfield.com