Tokani — AI Cost IntelligenceTOKANI
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Product How Tokani works Pricing Deployment Privacy

Our software.

A non-disruptive smart layer

Tokani sits between your stack and your AI providers.
Real-time traffic routes through, optimized calls go out, responses come back.
You keep building; your bill drops.

Your stack

Your systems.

  • Web & mobile apps
  • Backend services
  • Internal APIs & databases
  • Chat, support, automation
Stays untouched.
Tokani

The intelligence layer.

  • Routes traffic intelligently
  • Verifies savings in real time
  • Surfaces cost & quality signals
  • Nothing about your prompts is stored
SaaS-first. Private by design.
AI providers

External, billed by them.

  • OpenAI
  • Anthropic
  • Google, Mistral, Cohere…
  • Your existing keys, your existing contracts
Tokani never appears on their invoice.
30–60%
typical AI bill reduction
0
rebuilds, retraining, or migrations
0
prompt content stored or trained on
The short version

Plug it in. Keep building.

Four quiet steps between you and a lower bill.

1 · Connect

A lightweight integration sits alongside your existing stack. No rewrites, no SDK lock-in.

2 · Benchmark

We establish your current cost baseline so savings are measured, not promised.

3 · Activate

Tokani goes to work. Your app keeps behaving exactly the way it did yesterday.

4 · Review

Savings land on your dashboard — and your next invoice.

Why Tokani

What you get, and what you never lose.

Measurable savings

Clear before-and-after numbers you can show finance — no guesswork.

Quality, unchanged

Your users can't tell the difference. Your accountants can.

Zero rebuilds

Nothing to refactor, nothing to reship. Your roadmap stays on track.

Provider agnostic

Works with 16 first-class providers — OpenAI, Anthropic, Azure, Bedrock, Vertex, Groq, Together, Fireworks, DeepSeek, Mistral, Cerebras, xAI, Perplexity, OpenRouter, AI21 — plus any OpenAI-compatible self-hosted endpoint (vLLM, Ollama, TGI, NIM). Full list ›

Always on

Runs quietly in production. You stay focused on shipping; we stay focused on the bill.

Private by default

Your prompts and responses never persist on our side. See the privacy page.

Works with what you already use

One layer. Every major provider.

Direct API
  • OpenAI
  • Anthropic
Cloud-mediated
  • Azure OpenAI
  • AWS Bedrock
  • Google Vertex AI
Fast & specialty
  • Groq
  • Together
  • Fireworks
  • DeepSeek
  • Mistral
  • Cerebras
  • xAI Grok
  • Perplexity
  • OpenRouter
  • AI21
Self-hosted
  • vLLM
  • Ollama
  • TGI
  • NVIDIA NIM
  • HF Endpoints
  • Databricks

Mix and match. Designate any provider as primary and any other as fail-open fallback — if the primary returns a 5xx or rate-limits, traffic transparently flows to the next leg.

See your number.

Book a 20-minute walkthrough. We'll estimate your savings from your current usage.

See your savings › See pricing