Try a sample or your exports
Run Maya’s AI SaaS story or Casey’s immersive-business story—or map your Stripe and OpenAI CSVs locally. Nothing uploads.
For AI and software companies
Understand your costs and margins.
TurnerLab helps AI and software companies understand their costs and margins so they can run a healthier business.
- Clear picture of spend and margins
- Straightforward next steps
- No pressure to buy anything first
Start simple. Get a clear picture before you connect anything or buy anything.
No hard sell See an example See optionsHow it works
Three simple steps.
Bring the numbers you already have—or try an example—and we’ll help you see where costs and margins look healthy or not.
See readiness and margins where tags exist
Match what customers pay you with model spend by product—or see spend by project when you only have usage. Unattributed cost is called out.
Investigate, then re-measure
Use next moves as investigation prompts—not prescriptions. Continuous monitoring and automated controls are planned later, after the basics reconcile.
Interactive example · Maya’s AI SaaS
See what product-level margin looks like on labeled exports.
Current month
Synthetic company
Product economics
Margin = (net revenue − cost) / net revenue
Where the money is made
| Product | Net revenue | Cost | Margin |
|---|
What stands out
Where to look first
Example improvements
What could change
Modeled values demonstrate the calculation. They are not guaranteed savings or customer claims.
Use your own numbers
Try a named sample—or your own exports—before paying for anything.
Free scanner: AI SaaS and immersive-business stories, usage-only mode, or a full revenue + cost join. You get a data-quality score, plain next moves, and a downloadable report—no account required.
Open named samples
No uploads · 5 MB per file · decision support only
Pricing
Inspect the method before you commit.
Start free with the local scan. Checking whether the paid margin review checkout is open…
Local Spend Scan
$0
On-device analysis for real exports or named samples.
- No account, card, or upload
- Maya + Night Latch story demos
- Usage-only path without revenue
- Next moves—not savings guarantees
Margin review
$750 once
A ranked action plan from your numbers—not a free-scan replay. Checking checkout status…
- Source-linked findings
- Prioritized investigation levers
- Re-measure plan after you act
- Not guaranteed savings
Continuous spend watch
~$79–499 / month
Recurring alerts and owner-language summaries—after the free path proves useful. Not available yet.
- Read-only connections (future)
- Variance alerts with $ context
- Recommendations, not silent kill switches
- No-card trial before subscription
Agent profit policies
Hypothesis
Budget reservations for autonomous systems—only after attribution accuracy is proven. Not available.
- Policy contracts under test
- Human approval by blast radius
- Measured before/after on $/job
- No write access on day one
Trust
Honest numbers. Minimal data. You stay in control.
Local first
The free scan needs no login and sends no files to our servers. Review every derived number before you connect billing data.
Show the work
Results point to the export rows and formulas behind them. Estimates and modeled gaps are labeled—not sold as audited financial statements.
Privacy by default
We ask for only what each feature needs. Optional usage metrics on the scan page are off until you opt in—and never include your CSV contents.
No false promises
We do not display security certifications we have not earned. Modeled gaps are recommendations—not guaranteed savings.