AI UNIT ECONOMICS
Measure what
AI is worth.
Valmetry connects AI spend to real business outcomes—so you can see what every workflow costs, where margins disappear, and what to optimize next.
Multi-provider Outcome-level attribution Built for production
Economic overview
AI value, measured.
Illustrative data Live
Aug 14Aug 21Aug 28Sep 12
Optimization found
Route document extraction to a smaller model and save $14,400/month.
01 THE MISSING LAYER
You know what AI costs.
Do you know what it returns?
Provider bills stop at tokens and models. Valmetry carries the economic context through the entire workflow—from request to customer to successful outcome.
01ProviderOpenAI · Anthropic · Bedrock
02WorkflowAgent · application · feature
03EconomicsCost · margin · forecast
04OutcomeSuccess · quality · value
02 FROM SPEND TO SIGNAL
A financial lens for
every AI workflow.
Give Engineering, Platform, FinOps, and Finance one shared view of AI performance.
01
Attribute every dollar
Map provider costs to applications, agents, workflows, teams, and customers.
APPLICATIONCUSTOMERWORKFLOW
02
Measure unit economics
See cost per successful outcome—not just cost per request or token.
COST / RESOLUTION$0.39↓ 14.2%
03
Find the next move
Surface anomalies, forecast spend, and identify high-confidence optimizations.
Potential savings$41.3k
03 THE RIGHT DENOMINATOR
Every business has
a unit that matters.
Valmetry lets each team define success in the language of its business, then traces the true AI cost behind it.
BUSINESS OUTCOMEUNIT COSTSUCCESS
Resolved support ticket$0.3992.4%
Accepted pull request$4.1081.7%
Invoice reconciled$0.7396.1%
Qualified sales lead$2.1874.8%
04 BUILT TO FIT YOUR STACK
Instrument once.
Understand everything.
A lightweight SDK or proxy captures provider usage and business context without forcing a platform migration.
01 Connect providers02 Tag workflows03 Record outcomes
support_resolution.py
with valmetry.track({
workflow: "support_resolution",
customer: customer.id
} as run:
result = agent.solve(ticket)
run.outcome({
success: result.resolved
})Outcome attributed$0.39
05 DESIGN PARTNER PROGRAM
Make AI economics
measurable.
We’re working with a small group of teams running AI in production. Bring your real workloads. We’ll help you find the economics hiding inside them.
Become a design partner