Sending every request to GPT-4o is the #1 cost mistake. A FAQ lookup and a legal analysis shouldn't cost the same. With Casca, your simple requests cost 97% less — complex ones stay on the best model.
CASCA_BYPASS=true → direct connection in 5 seconds
Casca classifies every request and dispatches it to the most cost-effective model.
Four systems working together: classify complexity, protect quality, cache answers, and learn automatically.
Every prompt is classified as HIGH, MED, or LOW in real time. Simple queries route to Gemini Flash (97% cheaper). Critical analysis stays on GPT-4o. No manual rules — our 97-rule engine handles 11 languages natively.
97 RULES · 94.1% ACCURACY · 11 LANGUAGESLegal, compliance, and medical prompts are force-routed to GPT-4o / Claude Sonnet — always. If quality drops below your threshold for 3 consecutive days, you get a full refund. Written in the contract, not a promise.
FORCE HIGH · ONE-CLICK ROLLBACK · SLA GUARANTEE"What is an API?" gets asked 200 times a day. Same question, same answer, zero cost. Our global knowledge cache matches semantically — typos, rephrasing, multilingual variants all hit cache at $0.
FUZZY MATCH · LEVENSHTEIN < 5 · GLOBAL POOLAmbiguous prompts ("幫我搞定", "fix it") enter the AMBIG queue for review. Every resolution trains the engine. Your savings compound monthly — clients see 15-25% improvement in routing accuracy over 6 months.
AMBIG QUEUE · CONTEXT-AWARE · COMPOUNDINGFully compatible with the OpenAI SDK. No logic changes, no prompt rewriting, no engineering sprint. Swap the base URL and everything works.
A value-sharing model. The money Casca saves you far exceeds what you spend. This is self-paying infrastructure.
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