For teams spending $15K+ / month on LLM APIs

Smarter LLM Routing.
Stop Overpaying.
Guarantee Quality.

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.

Integration base_url = "https://api.cascaio.com/v1"
Escape hatch: CASCA_BYPASS=true → direct connection in 5 seconds
One line of code, live this afternoon
Prompts never stored
Full refund if savings < 30%

Routing in real time

Casca classifies every request and dispatches it to the most cost-effective model.

0
LOW
0
MED
0
HIGH
0
CACHE

Built for Zero-Compromise
Cost Optimization

Four systems working together: classify complexity, protect quality, cache answers, and learn automatically.

Complexity-Aware Routing

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 LANGUAGES

SLA Quality Protection

Legal, 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

Semantic Caching

"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 POOL

Auto-Learn Flywheel

Ambiguous 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 · COMPOUNDING

Change one line.
Done this afternoon.

Fully compatible with the OpenAI SDK. No logic changes, no prompt rewriting, no engineering sprint. Swap the base URL and everything works.

100%
OpenAI SDK compatible
0
Other code changes
< 1h
Total setup time
# Your current code
client = OpenAI(
api_key="sk-...",
base_url="https://api.openai.com/v1"
)
 
# Change to this. Nothing else.
client = OpenAI(
api_key="sk-casca-...",
base_url="https://api.cascaio.com/v1" # ✓ Done
)
 
# Escape hatch — 5 seconds to revert
# export CASCA_BYPASS=true

Intelligent multi-language parsing across 11 languages

🇺🇸 English
🇹🇼 繁體中文
🇨🇳 简体中文
🇯🇵 日本語
🇫🇷 Français
🇰🇷 한국어
🇩🇪 Deutsch
🇪🇸 Español
🇮🇹 Italiano
🇮🇳 हिन्दी
🇸🇦 العربية

An Investment That
Pays for Itself

A value-sharing model. The money Casca saves you far exceeds what you spend. This is self-paying infrastructure.

Pro Tier — Enterprise Growth
$299 / month
Base fee includes 500M tokens. For teams spending $15K–$200K/mo on LLM APIs — typically saves $6K–$80K/mo net.
500M tokens included per month
Overage: $0.60 / 1M tokens
Complexity-aware routing (HIGH / MED / LOW)
SLA quality protection & force-HIGH for legal/medical
Semantic caching — zero-cost repeat queries
Auto-Learn flywheel — savings compound monthly
Real-time analytics dashboard
11-language intelligent parsing
OpenAI SDK 100% compatible — one line integration
CASCA_BYPASS escape hatch — revert in 5 seconds
🛡 If your net savings don't exceed 30% within 60 days, we refund your entire fee. Written in the contract — not a marketing promise.
No credit card required · 60-day zero-risk trial · DPA signed within 24 hours

Frequently Asked

Stop Burning Money.
Start Today.

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No credit card  ·  60-day zero risk  ·  < 30% savings = full refund