New infrastructure category replaces the reactive caching model with AI that loads data before it’s requested
RIVERVIEW, FL, UNITED STATES, March 23, 2026 /EINPresswire.com/ — NEW YORK — March 21, 2026 — Cachee.ai, built by H33.ai, Inc., today announced the general availability of the first autonomous predictive caching layer — a patent-pending technology invented by H33.ai, Inc. — a new category of infrastructure that uses machine learning to predict which data applications will request next and pre-loads it into in-process memory before the request arrives.
Traditional caches — Redis, Memcached, ElastiCache — are reactive. They wait for a miss, fetch from the database, then cache. This decades-old model leaves 20–40% of all requests hitting the origin, adding latency and cost that compounds at scale.
Cachee replaces this model. Its patent-pending prediction engine, invented by H33.ai, Inc., analyzes access patterns in real time, pre-warms data into Cachee’s in-process L1 tier, and serves cache hits in 1.5 microseconds — 667x faster than a Redis network round-trip. Production-verified hit rates reach 99.05%, reducing database load by over 95%.
KEY PERFORMANCE METRICS
(Production-verified on AWS Graviton4)
– Cache hit latency: 1.5µs (vs. 1ms+ for Redis)
– Hit rate: 99.05% (vs. 60–70% industry average)
– Operations per second: 660,000+ per node
– Infrastructure cost reduction: 40–70%
– Migration required: Zero – drop-in RESP proxy or SDK
Cachee works alongside existing infrastructure. Redis, PostgreSQL, MySQL, MongoDB, DynamoDB, and 450+ global edge locations are supported as origin tiers. No rip-and-replace required.
The platform is available immediately with a free tier at https://cachee.ai/start.
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ABOUT CACHEE.AI
Cachee.ai is a product of H33.ai, Inc. — the inventor of autonomous predictive caching (patent pending) and a post-quantum security company. H33.ai, Inc. is the builder behind the world’s only FHE + ZK + post-quantum authentication pipeline, delivering 1,595,071 auths/sec with zero data exposure through homomorphic encryption, zero-knowledge proofs, and quantum-resistant signatures at NIST L1–L5.
Cachee.ai serves trading firms, SaaS platforms, gaming studios, and infrastructure teams building beyond reactive caching. Learn more at https://cachee.ai.
MEDIA CONTACT
press@cachee.ai
Eric Beans, CEO — eb@cachee.ai
Eric D Beans
H33.ai, Inc.
+1 813-464-0945
email us here
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Cachee.ai — Autonomous Predictive Caching Platform by H33.ai, Inc.
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