Product one-pager
Know exactly where every AI dollar goes.
toknly is spend intelligence for teams building on AI: it unifies model API usage and per-seat AI subscriptions, attributes both down to the customer, and stops budget overruns before they land on the invoice.
The problem
AI spend arrives from a dozen places at once — OpenAI, Anthropic and Google API bills, plus ChatGPT Team, Copilot and Cursor seats — and none of it is attributable. Finance sees one large number a month late. Engineering sees no number at all. Nobody can say which feature, team or customer caused the growth, and nobody notices a runaway agent loop until the invoice arrives.
What toknly does
Unified API + seat spend
Every other tool tracks either API tokens or SaaS seats. toknly puts both in one number, so your real AI bill — Copilot seats included — is on one screen.
No proxy in the request path
Gateways add latency and a new point of failure to production traffic. toknly ingests events after the fact over plain HTTP, so an outage on our side never breaks your product.
Per-customer unit economics
Tag events with team, feature, customer and environment. Answer "what does this customer cost us to serve?" without a data warehouse project.
Reasoning-token visibility
Reasoning tokens are the fastest-growing and least-visible line on an AI invoice. We price and report them separately, and surface runaway agent loops.
Budget enforcement before the call
A budget-check endpoint returns allow / warn / block in milliseconds, so an expensive call can be stopped before it hits your invoice — not reported after.
Who it's for
- AI-native SaaS teams that need cost-per-customer to price their product correctly.
- Engineering leads who need to know which feature or model spiked yesterday.
- Finance and ops who need one defensible monthly number covering both API and seat spend.
How it works — three steps
- 1. Create a workspace and API key. Sign up, generate a key in Settings. Two minutes.
- 2. Send usage events. One HTTP POST per model call, with optional team / feature / customer tags. No proxy, no SDK lock-in.
- 3. Add seats and budgets. Record your AI tool subscriptions and set budgets — alerts and enforcement start immediately.
Value it adds
Real-time
Fewer surprise invoices
Spend visible the moment a call happens, not 30 days later.
Exact
Cost per customer
Price your product on real unit economics, not averages.
Pre-call
Overrun protection
Budget checks block expensive calls before they cost you.
Pricing
Free
₹0
Up to $2,000 tracked monthly spend
Team
₹6,500/mo
Up to $50,000 tracked monthly spend
Scale
₹24,900/mo
Up to $250,000 tracked monthly spend
Self-serve card and UPI checkout via Razorpay. Upgrade, downgrade or cancel yourself at any time — there is never a sales call.