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Upload your billing CSV or use a sample dataset to see margin analysis in action.
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Billing export with columns: customer, model/service, revenue, cost, period
Explore with realistic billing data — no upload required.
AI SaaS Startup (47 customers)
Multi-model AI startup with GPT-4, Claude, and embedding costs across enterprise and growth tiers.
2,840 rows·30 days
API Platform (120 customers)
Usage-based API platform with per-request and per-token billing across multiple service tiers.
8,200 rows·90 days
Hybrid Billing Co (23 customers)
Seat-based pricing with usage overages. Mix of LLM inference and fine-tuning costs.
1,560 rows·30 days
Local-first analysis
Your data stays in the browser. No uploads to external servers.
Multi-model support
GPT-4, Claude, Mistral, embeddings, fine-tuning — all in one view.
Actionable insights
Not just numbers — specific leakage hotspots with remediation paths.