Synthesis SpendOps
Turn tokens into tELEmetry.
Synthesis SpendOps turns AI spend into delivery telemetry — attributed to features and PRs with confidence, not fake precision. From spec-first requirements to budget gates in CI.
AI shifted the bottleneck.
Less typing. More iteration. The real cost now shows up in tokens, model choice, context switching, and rework—not just engineering hours.
Most orgs only see this as a monthly bill. SpendOps makes it a controllable delivery signal—per feature, per PR, per team.
Budget is a black box
No feature-level allocation
Four pillars for control.
A delivery layer for AI spend: from specs and forecasting to telemetry, confidence allocation, and governance.
Specs become a contract: standardized, diffable, reviewable, and audit-ready.
- Standard story template
- Versioned like code
- Less rework & loops
Forecast time and AI budget before the first commit — with uncertainty bands.
Don’t guess spend — measure it. Attribute usage to PRs/features with confidence.
Optional, but enforceable: PR checks, budget caps, and policy guardrails. Stop-the-line for outliers.
3 steps. Operationally controllable.
Progressive disclosure: essentials on the landing — depth in the docs.
Clear outcomes for every role.
Role-based views reduce friction across Engineering, Product, and FinOps: one ledger, one language.
Trust by design — enterprise-first.
Capabilities, not overclaims: clear controls, audit-ready accountability, and deployment options.
Make AI spend controllable
without a black box.
If you ship with AI and you care about auditability, we’ll show you how to turn token cost into accountable delivery telemetry.