Every task goes to the most expensive model
Classifying, extracting and summarizing don’t need a frontier model, but most teams send them there by default.
Frontier intelligence. Half the cost.
Open models in your cloud. Frontier labs only for the hardest work. Up to 80% lower token cost.
Book an Operator demo.
Takes a minute. Then pick a time that suits you.
Up to 80%
lower token cost for an asset manager running on Tilde
2–6×
lower price for leading open-weight models than comparable proprietary models
Artificial Analysis, April 2026$37B
enterprise generative AI spend in 2025, up from $11.5B in 2024
Menlo VenturesYour AI bill is outgrowing your AI adoption.
Nobody owns the spend
Usage is spread across teams, keys and vendors. You find out what AI cost when the invoice arrives.
Adoption stalls on cost
Rolling AI out to more people looks unaffordable, so the programs that would pay back never start.
The right model for each task, at a price you set.
- Open models, in your cloud
- Operator serves leading open-weight models on-prem or in your private cloud. Prompts and data stay inside your network.
- Frontier only when it counts
- Routine work runs on open models. The hardest requests go to the frontier lab of your choice.
- A budget for every person and agent
- Set daily, monthly or total limits per person and per agent. Block at the limit, or flag and continue.
- Cost on every request
- See the model, tokens and cost of each call, by team, person and agent, as it happens.
- Provider keys out of reach
- Agents call Operator with a placeholder. The real keys stay in the platform.
- Your SDKs keep working
- Keep your OpenAI, Anthropic or Vercel AI SDK clients. Only the base URL changes.
Send the weekly report to Finance.
I’ll include the latest forecast and send it now.
Sending weekly-report.pdf
Did you include today’s figures?
Yes. Today’s forecast is included.
Cut the bill without cutting capability.
- 01
Baseline your spend
Route traffic through Operator and see what each team, person and agent costs today.
- 02
Move routine work
Shift the tasks open models handle well, and keep frontier models for the hard ones.
- 03
Set budgets
Give every person and agent a limit, so growth in use doesn’t become growth in surprises.
Questions we hear.
Which models does Operator run?
Leading open-weight models, chosen with you by task, license and origin. The weights run inside your network and don’t call home.
How do you keep quality up?
We test routing on your own examples before moving traffic, and send requests that need it to a frontier model.
What happens when a budget runs out?
A blocking budget stops further requests until the period rolls over. A flag-only budget records the spend and lets work continue.
How was the 80% saving achieved?
For one asset manager, running work on Tilde cut token cost by up to 80%. Your saving depends on your workload. We’ll estimate it from your traffic in the demo.