Self-driving AI workload optimization for enterprise

TokenWise

Faster inference. Lower GPU cost. Zero manual effort.

Send your model requests to one TokenWise endpoint. Our gateway routes each one to your models on your providers and returns the response, while WisePlan keeps tuning the setup behind it, within your cost, latency and quality limits.

  • Faster first tokenUp to7×
  • Lower GPU costUp to74%
  • ProvidersYours
  • Specialized experts0

Which one are you? Pick your starting point.

I’m ready to get started

Tell us about your app and we’ll get you onboarded.

I’d rather talk to someone first

Faster responses for live apps, lower cost across all your AI workloads, or both.

I’m just curious

Think you’re already running lean? Let’s check.

How it works

AI that tunes your AI, across your whole estate.

TokenWise

control layer

Cost ↓ Latency ↓ Quality =

  1. 1 Learn

    Fingerprints each workload from live gateway telemetry

  2. 2 Search

    Learned search finds the best plan in ~10 of 10k+ setups

  3. 3 Verify

    Replays or canaries every change against your quality targets

  4. 4 Apply

    Only verified wins go live; re-optimizes as things drift

Your AI inference estate · any agent · any model · any provider

  • Voice agents
  • RAG & search
  • Support agents
  • Coding agents
  • + any agent or app

Runs on

  • Your own GPUs
  • Fireworks
  • Baseten
  • AWS
  • Azure
  • Google Cloud
  • + any provider

Gets smarter with every workload. Every verified result feeds our outcome ledger, across customers and providers, so each new search is faster.

Read our proprietary researchSame model. Same GPU. 32× faster time to first token.

Two ways to run the gateway

Fastest start

TokenWise-hosted

We run the endpoint. You point at it.

  • Live in minutes
  • Routes to your providers, with your keys
  • Meters token counts, not your prompts
For security reviews

In your cloud

The gateway runs inside your boundary.

  • Prompts never leave your environment
  • Only metadata reaches TokenWise
  • Every change signed, audited and reversible