Use cases

Use Varion where AI workloads become expensive or difficult to ship.

Token Optimisation focuses on request efficiency. Forge focuses on creating and executing software projects. Together they cover different parts of an AI product workflow.

AI

AI agents

Use Token Optimisation for repeated agent context and large tool sets. Use Forge to prototype and test supporting services.

S

SaaS products

Measure AI request overhead and build small Python or JavaScript services in Forge workspaces.

CS

Customer support

Test long histories and tool schemas, then build internal support utilities with Forge.

R

RAG systems

Evaluate large retrieved-context requests with Token Optimisation while keeping application code separate.

IT

Internal tools

Generate, edit and Run lightweight automation projects without exposing the private Forge engine.

P

Prototyping

Move from prompt to runnable Python or JavaScript project, then export the code into your normal engineering workflow.