WorldFlow AI

We make AI fast and cheap by keeping track of context

643×

Faster Response

Cached responses return in ~5ms vs 10 seconds for direct LLM calls. Validated across 10M+ queries with zero degradation under sustained load.

100%

Precision

Zero false positives. Every cached response independently verified as semantically correct. Enterprise grade accuracy for regulated industries.

60-87%

Cost Reduction

Reduce LLM API costs by intercepting redundant queries. Validated hit rates of 60-87% across diverse workloads from banking to general AI.

Validated Performance

10M+ queries tested across three independent benchmarks

AI Infrastructure
10M+ Validated

Datacenter Scale

Process millions of queries without degradation. 99.999% reliability under sustained high throughput conditions.

Financial Services
86.8% Hit Rate

Banking & Finance

Validated on Bitext Banking dataset with 100% precision across 26 customer service intents.

Customer Support
3,500 Classes

Multi-Domain AI

Works across coding, creative writing, analysis, and general knowledge. Tested on real LM-Arena conversations.

Enterprise
<100ms Latency

Real-Time Response

Sub-100ms cache hits vs 2-10 second LLM calls. Transform user experience with instant answers.

Energy & Utilities
70-80% Reuse

Sustainable AI

Reduce GPU compute, energy, and cooling. Every cached query is one less inference run.

Ready to reduce your LLM costs?

Request Free Assessment Download Whitepaper