UnitSense gives engineering and finance teams a single source of truth for AI API spend — across every model, provider, team, and customer.
Your AI API costs are growing fast — but your tools for understanding them haven't kept up.
Your providers give you a monthly total. You have no idea which team, application, or customer is driving the bill — until you're already over budget.
Provider invoices don't match your internal usage data, and you only find out when finance asks. Manual reconciliation takes hours and still misses discrepancies.
One engineer quietly switches to claude-opus-4 for their workload. Three weeks later your monthly bill is $8,000 higher. No alert, no policy, no guardrail.
UnitSense aggregates your AI spend across OpenAI, Anthropic, AWS Bedrock, Azure OpenAI, and Google Vertex AI — broken down by the dimensions that matter to your business.
| Model | Requests | Cost | WoW |
|---|---|---|---|
| claude-opus-4-20250514 | 18k | $40,851 | ↑ 63% |
| gpt-4-turbo | 8k | $12,282 | ↓ 4% |
| claude-sonnet-4 | 11k | $6,189 | ↓ 2% |
| gpt-4o | 5k | $4,114 | ↓ 11% |
UnitSense automatically matches your internal usage ledger against provider invoices. Surface discrepancies the moment they appear — not when finance asks.
| Provider | Invoice | Ledger | Delta | Status |
|---|---|---|---|---|
| AWS Bedrock | $4,095.43 | $4,084.49 | +$10.94 (0.3%) | ✓ Reconciled |
| Anthropic | $23,059.95 | $24,060.98 | −$1,001 (4.2%) | ⚠ Review |
| OpenAI | $8,024.57 | $8,208.50 | −$183.93 (2.2%) | ✓ Reconciled |
| Azure OpenAI | $5,312.80 | $5,298.44 | +$14.36 (0.3%) | ✓ Reconciled |
UnitSense analyzes your usage patterns and surfaces specific, actionable recommendations — ranked by confidence and projected dollar savings. Not vague advice. Exact changes.
No code changes to your product. Connect your providers, and UnitSense starts mapping your spend immediately.
Add your API keys for OpenAI, Anthropic, Bedrock, Azure, and others. UnitSense pulls historical and live usage data via each provider's billing API.
Tag usage by team, application, or customer. UnitSense groups spend by the dimensions your business cares about — no manual attribution needed.
Get automated recommendations, set spend policies, reconcile invoices, and generate reports. UnitSense surfaces what to do — not just what's happening.
We're working with a small group of teams shipping serious AI products. In exchange for early access, you help us build something your team actually needs.
Full product, no restrictions. Connect unlimited providers, teams, and users.
Monthly calls with us. Your workflows and pain points shape the roadmap directly — not a feature request board.
Design partners receive permanently discounted pricing when we launch paid plans.
No spam, no aggressive sales. We'll respond within 48 hours.