# Token and cost controls

Group: AI

AI features get expensive quietly. I put server-side token caps, caching and per-tenant budgets in place so AI cost stays flat as usage grows, as in the AI form builder.

## What I do with Token and cost controls

- Token caps per request and per tenant
- Caching generated output
- Cost tracked per feature

## Projects that use it

- [AI form builder](https://venuspaneliya.com/work/ai-form-builder/): Forms in seconds, not minutes

## Notes

- [5 products I shipped in the last 12 months](https://venuspaneliya.com/writing/five-products-five-lessons/)
- [3 architecture decisions AI tools will never make for you](https://venuspaneliya.com/writing/three-architecture-decisions-ai-wont-make/)
- [Five questions an enterprise security review will ask](https://venuspaneliya.com/writing/security-questionnaire-ai-built-saas/)

Hire me for Token and cost controls: https://venuspaneliya.com/contact/