Catalyst
2.7M operations per second.
Constant time.
Stateless authentication in 0.16ms. Vector search that doesn't slow down. AI memory with 13,000:1 compression. No session database required.
Performance benchmarks.
Constant-time operations that don't degrade as data scales. Tested on standard CPU hardware.
27x throughput advantage. Tested against Pinecone and Qdrant on identical hardware.
What changes.
Replace stateful infrastructure with hypervector operations.
Traditional Stack
HOLOCPU Stack
Use cases.
Real applications solving infrastructure bottlenecks in AI and web platforms.
Vector Database
RAG pipelines that don't slow down at scale. Same latency at 1M or 100M vectors.
Authentication
Stateless tokens with 0.16ms verification. No session database to replicate or attack.
LLM Memory
Context caching with 13,000:1 compression. Cut token costs 99.9% while maintaining recall.
Start with benchmarks.
Run performance comparisons on your own infrastructure. See the difference in real workloads.