How It Works
All Verticals 5G Telecom Ad Tech DEX Protocols Fraud Detection Gaming IoT & Messaging MEV RPC Providers Trading Trading Infra Validators
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Patent Pending · AI-Predicted L1 State Caching
17ns
State read latency. From CPU L1 cache. For any system.

Every Latency-Critical System
Has a State Read Bottleneck. We Eliminate It.

Trading systems, blockchain validators, fraud engines, game servers, ad exchanges, IoT platforms — they all read state before making decisions. That state lives in Redis, Cassandra, DRAM, or shared memory at 1μs–50ms. Cachee serves it from CPU L1 cache at 17 nanoseconds. AI predicts what you'll need before you ask for it. Hit rate: 99.97%.

The Physics of Speed
Every layer of the memory hierarchy adds latency. Cachee keeps your hottest state at the very top.
L1 CPU Cache
~1ns← Cachee lives here
L2 Cache
~4ns
L3 Cache
~12ns
DRAM (Redis)
~100ns
NVMe SSD
~25μs
Network (DB call)
~500μs+
11 Verticals · 6 Industries
One Technology. Infinite Applications.

Any system where state reads sit on the critical path between input and decision — Cachee makes it faster.

📡
Telecom
5G Network Slicing & Edge
Session state, QoS policies, and subscriber profiles cached at the edge for real-time slice management across millions of concurrent sessions.
$865B IoT by 2030Sub-1ms edge
⚡
Crypto · MEV
MEV Searchers & Arbitrage
Account state reads at 17ns vs 1ms from RPC. 59,000× faster. Evaluate 50× more arbitrage paths per slot. $47M+ annual opportunity per searcher.
59,000× faster$47M/yr
🔗
Crypto · Infrastructure
RPC Node Providers
Serve getAccountInfo and getBalance from L1 at 17ns instead of 1–5ms from RocksDB. 10× more requests per node. Premium tier at lower cost.
10× RPS/node-60% infra
🔥
Crypto · Validators
Validators & Firedancer
Block production at full CU saturation. Account state reads for transaction validation at 17ns enables 630 avg tx/block vs 450. +28 bps SRR improvement.
+28 bps SRR48M CU/block
🔄
Crypto · DeFi
DEX Aggregators
Route discovery across 20+ DEXs at 17ns per pool state read. Evaluate 5,000 routes per quote vs 100. +4.2 bps execution advantage.
50× routes+4.2 bps
📺
Advertising
Ad Tech & Real-Time Bidding
User profile, segment membership, and campaign state at 17ns. Evaluate bids in 5ms instead of 80ms. +23% win rate, +8% bid accuracy. $312M incremental revenue.
470× faster+23% wins
📊
Finance · HFT
Trading Infrastructure
FPGA-class state reads in software. Position lookups, risk checks, order book state at 17ns. 411× faster than Redis. 1/100th the cost of custom FPGA.
411× faster1/100th FPGA
🛡️
Payments
Fraud Detection
Evaluate 1,000+ risk signals per transaction vs 100. User profiles, velocity counters, device fingerprints at 17ns. -42% false declines, +35% fraud caught.
10× signals-42% false dec
📱
Messaging & IoT
IoT & SMS Platforms
Opt-out checks, carrier routing, throttle state, device twins at 17ns. 10× MPS per server. Zero stale opt-out risk. -60% routing infrastructure.
10× MPS-60% infra
🎮
Gaming
Game Servers & Cloud Gaming
Player state, world objects, physics at 17ns per read. 52% tick budget headroom at 128Hz. 2–3× players per server. Zero tick overruns.
52% headroom2-3× density
💹
Finance · Institutional
Trading & Market Data
Real-time position management, risk limits, and market state across 10,000+ instruments. $100M lost per millisecond of latency. Cachee saves microseconds on every decision.
$100M/ms/yr10K+ instruments
Universal Benchmark
One Read. Every System. See the Difference.
State Read Latency Comparison
How fast can each system serve a single state object?
By the Numbers
The Platform Behind the Promise
17ns
L1 State Read
Physics-guaranteed by CPU cache
99.97%
AI Prediction Hit Rate
ML-predicted state warming
11
Target Verticals
6 industries · crypto to gaming
Patent
Filed & Pending
AI-predicted cache architecture
How Cachee Works
Three Innovations. One Architecture.
01
NUMA-Pinned State
Your hottest state objects are pinned to the same CPU core and NUMA node as your application logic. Zero cross-socket traffic. L1 cache hits are physically guaranteed by silicon proximity — not by luck.
02
AI-Predicted Warming
A lightweight ML model — trained on your access patterns — predicts which state objects will be needed in the next millisecond. Pre-loads them to L1 before you ask. 99.97% accuracy means you almost never wait.
03
Transparent Fallthrough
Cachee sits in front of your existing store (Redis, RocksDB, Cassandra, Aerospike). Cache miss? Falls through transparently. No code changes. No new protocols. Deploy in an afternoon, not a quarter.
The universal pattern: Every system we serve follows the same architecture. A hot data layer (Cachee at L1) accelerates the 20% of state that serves 80% of reads. The existing data store remains the system of record. Cachee doesn't replace Redis or RocksDB — it makes them invisible for the reads that matter most.
Your System Has a State Read Bottleneck.
Let Us Prove It in 48 Hours.
Drop-in benchmark. Your hardware. Your data. Your access patterns. NDA-protected.
Schedule a Technical Deep-Dive →
No slides. Just latency histograms. We bring the benchmark; you bring the bottleneck.