Prove value locally
Start with exports processed only in your browser. See data quality, current margins, and modeled gaps before sharing anything.
AI profit control for API businesses
Make every AI workload prove it creates more value than it costs.
Reconcile customer revenue with model, API, browser, data, and cloud costs. Find margin leaks, show the source records, and stop expensive jobs before they become losses.
- No account or card
- Files stay in your browser
- Calculations stay visible
Our mission: make every AI workload prove it creates more value than it costs.
Source-linked Read-only first Profit before scaleFrom invoices to action
One financial view across revenue and variable AI cost.
TurnerLab joins records that normally live in separate billing, provider, and usage systems without pretending estimates are audited facts.
Reconcile the evidence
Match net revenue, payment fees, refunds, model usage, API calls, and cloud costs to customer and product identifiers.
Control future spend
Apply margin and budget policies before an agent starts expensive work, then commit actual cost and outcome afterward.
Inspectable product demo
See the economics change—not just the chart.
Current month
Synthetic company
Product economics
Margin = (net revenue − cost) / net revenue
Where the money is made
| Product | Net revenue | Cost | Margin |
|---|
Evidence-backed findings
What needs attention
Modeled actions
How the economics improve
Modeled values demonstrate the calculation. They are not guaranteed savings or customer claims.
Use your own numbers
Try the useful part before buying anything.
The free scanner reads a revenue CSV and a provider-cost CSV in your browser. It produces a data-quality score, product margins, evidence-backed findings, and a downloadable derived report.
Open the free local scan
No uploads · 5 MB per file · decision support only
Simple outputs, not consulting hours
Pay only after you can inspect the method.
Pricing is a beta hypothesis and will be validated with real customer outcomes before becoming a long-term commitment.
Local Margin Scan
$0
One-time, on-device analysis for real exports.
- No account, card, or upload
- Product-level margin table
- Transparent rule-based findings
- Downloadable derived report
Margin Leak Audit
$750 once
Reconciled evidence and an actionable output report.
- Source-linked findings
- Customer and feature attribution
- Modeled pricing and routing actions
- Audit fee credited upon conversion
Continuous Margin Control
$499 / month
Continuous reconciliation, alerts, and verified-value tracking.
- Read-only provider connections
- Daily margin and leak detection
- Monthly verified-value report
- No-card trial before subscription
Agent Profit Policies
$1,499 / month
Budget reservations and margin decisions for autonomous systems.
- Multiple products and providers
- REST, OpenAPI, and MCP decisions
- Custom margin and budget policies
- Finance exports and higher volume
Trust must precede access
Read-only first. Minimum data. Verifiable claims.
Local proof
The free scan performs no upload and requires no credentials. You review any derived fields before enabling a cloud feature.
Source lineage
Every financial result identifies its source, period, formula, confidence, and actual-versus-modeled status.
Compliance without theater
Controls are mapped for SOC, privacy, PCI, ISO, and AI governance. No badge appears before independent assurance exists.
Bounded automation
Agents operate through scoped identities, budgets, independent security and finance stops, and append-only action records.
Turner Lab Creations
The portfolio remains separate and available.
Engineering projects, professional experience, Etsy work, and videos remain preserved as a permanent career portfolio.