Replace spreadsheet guesswork, $50K consultants, and dashboards that hide the truth. See which customers are silently destroying profit.
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A cumulative profit curve ranks customers by profitability to reveal which create value and which destroy it. Based on Activity-Based Costing research from Harvard Business School.
What your P&L isn't telling you
Profit Drag = margin destroyed by customers who cost more to serve than they pay.
Based on profitability analysis of 200+ B2B SaaS companies (Activity-Based Costing methodology).
Same methodology the consultants use. Fraction of the time and cost. See detailed comparison
| Feature | Spreadsheets | $50K+ Consulting | BI Dashboards | Margin Levers |
|---|---|---|---|---|
| Time to insight | 2–4 weeks | 4–6 weeks | Ongoing setup | 5 minutes |
| Cost | 40+ hrs of your time | $50,000+ | $500–2,000/mo | $249/mo |
| Profit drag analysis | Not included | Included | Not included | Included |
| Named action lists | Not included | Included | Not included | Included |
| AI action plans | Not included | Not included | Not included | Included |
| Ongoing monitoring | Not included | Not included | Included | Included |
| Self-serve | Included | Not included | Included | Included |
Spreadsheets
2–4 weeks · 40+ hrs of your time
No profitability analysis or action plans
$50K+ Consulting
4–6 weeks · $50,000+
One-time snapshot, no self-serve
BI Dashboards
Ongoing setup · $500–2,000/mo
Shows revenue, not profitability
Margin Levers
5 minutes · $249/mo
Profitability analysis + AI action plans + named lists
Real results
How a $5M ARR vertical SaaS exposed what their P&L was hiding
"We thought we knew our margins. We were off by $340K."
Illustrative example based on the Jason Cohen methodology — used at WP Engine to find $1M in hidden losses
Actions taken
$251K
annual improvement recovered
Profit Drag: $340K → $89K
Your P&L says you're fine. Are you sure?
The REST API and MCP server let your agents act on profitability data — scoped keys, budget enforcement, and Codemode for 92% fewer tokens per session.
Connect via Model Context Protocol. Codemode composes multi-step workflows in a single turn — 92% fewer tokens than standard tool calling.
Issue read or write keys per integration. Rotate in one click. Up to 5 active keys with per-key daily budgets.
Every endpoint is machine-readable. Any OpenAPI-aware tool reads the spec and calls the API — zero glue code.
HMAC-signed events for analysis completions, insight generation, and scenario runs. Your systems stay in sync automatically.
Upload your customer data and see which customers to reprice, restructure, or release. Results in 5 minutes. Only have revenue data? We estimate costs for you.
No credit card required. Free analyses are not saved unless you choose.
