The LLM Unit Economics Platform
Treat AI usage as a core unit economic metric. Link AI spend directly to business outcomes and optimize your profitability.
| Trace ID | Type | Model | Cost | Status |
|---|---|---|---|---|
| checkout_service | Prompt | gpt-4o | $0.04 | Success |
| search_query | Embedding | text-embedding-3-small | $0.002 | Success |
| support_bot | Completion | gpt-3.5-turbo | $0.01 | Success |
| analytics_job | Analysis | claude-3.5-sonnet | $0.12 | Processing |
Core Infrastructure
Built for developers, designed for profitability.
A powerful, easy-to-integrate package that acts as a wrapper around all major LLM SDKs (OpenAI, Anthropic, Google AI). Automatically attaches unique trace IDs to every request.
Track tokens, latency, and precise cost per request. Capture custom business metadata like feature_name, customer_tier, and session_id for deep insights.
Stream usage and cost data to your backend in real-time. No more waiting for end-of-month billing to understand your margins.
The Dashboard & Analytics Suite
Move beyond raw costs. Understand the unit economics of every AI feature you ship.
vs $0.12 last week (+25%)
Simple, Transparent Pricing
Start for free, scale as you grow.
Starter
/month
- 10k requests/mo
- Basic Analytics
- 1 User
Pro
/month
- 1M requests/mo
- Advanced Unit Economics
- 5 Users
- Optimization Engine
Enterprise
- Unlimited requests
- Custom Integrations
- SSO & Audit Logs
- Dedicated Support
About tknOps
We are on a mission to bring financial visibility to the AI era. We believe that understanding unit economics is the key to building sustainable AI businesses.
Developer First
We build tools we want to use. Clean APIs, great documentation, and zero friction.
Transparency
No hidden costs. We believe in helping you see exactly where your money goes.
Speed
Built for high-performance production workloads. We add minimal latency to your calls.