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.
Two ways to deploy Casca. Pick the model that fits your team — both deliver far more savings than they cost.
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