How Cachee Works

Your Existing Stack. An Intelligence Layer On Top.

Cachee doesn't replace Redis, Cloudflare KV, or your database. It sits between your application and your existing cache, predicts what data you'll need next, and serves it from L1 memory in sub-microsecond time. Watch the request lifecycle auto-cycle between your current stack and what it looks like with Cachee.

Request Lifecycle — Auto-Cycles Every 6s

Today 47.5ms

With Cachee 0.8ms

👤

User Request

0ms

API Gateway

2.5ms

App Server

5ms

Redis Cache

12ms

Cache Miss → DB

25ms

Response

3ms

Total Request Latency

47.5ms

6 hops · 2 network round-trips · 1 database query

1

Connect

Point Cachee at your existing Redis cluster or Cloudflare KV namespace. No data migration. No configuration changes. No downtime.

<1hr

deploy time

2

Learn

Our AI immediately begins analyzing your access patterns. Within 10 seconds, predictive warming kicks in. No configuration needed — it just watches and learns.

10sec

to first prediction

3

Predict

ML models forecast what data will be needed next and pre-load it into L1 memory before it's requested. Cold starts vanish. Hit rates exceed 95%+.

95%+

L1 hit rate

4

Accelerate

95%+ of requests resolve from L1 in sub-microsecond time. Database load drops by 95%. Your existing infrastructure handles orders of magnitude more throughput.

Orders of magnitude

faster

Interactive Demo

Experience The Platform

Click through every feature. Explore real-time analytics, AI decision making, and enterprise management tools. No signup required.

cachee.ai/enterprise-dashboard

2,350

K ops/sec

95%+

Cache Hit Rate

0.46ms

P99 Latency

498

Active Connections

AI Decision Analytics

Real-Time Metrics

Edge Network

System Controls

Support Center

ROI Calculator

Open Full Demo

Live visualization based on 30-minute validation test. See benchmarks for full report.

Fully Interactive • Live Data Visualizations • All Features Unlocked

Platform Capabilities

AI-Powered Global Infrastructure

Autonomous infrastructure management with predictive deployment and cost optimization across 497 global locations.

Predictive Deployment

AI predicts demand and deploys infrastructure 30+ minutes before traffic spikes across optimal geographic locations.

Autonomous Cost Optimization

Spot arbitrage, right-sizing, and intelligent tiering reduce costs 30–40% automatically without manual intervention.

497 Global Locations

Deploy across AWS, GCP, Azure, and Cloudflare with sub-50ms latency to any major city worldwide.

Real-Time Intelligence

ML-driven pattern detection, anomaly alerts, and cost forecasting. Thousands of automated decisions daily.

Zero Manual Management

From deployment to scaling to cost optimization — completely autonomous. Zero config files, zero DevOps complexity.

Zero Migration Required

Works with your existing Redis or Cloudflare KV instantly. No infrastructure changes, no code rewrites — just connect.

Enterprise Comparison

Enterprise Caching Platform Comparison

Real benchmark data: Cachee vs Redis, Aerospike, Hazelcast, memcached, CloudFlare, and AWS.

Metric	Cachee.ai	Redis Enterprise	Aerospike	Hazelcast	memcached	Cloudflare KV	AWS CloudFront
Cache Hit Rate	95%+ ✓ validated	60–70%	65–75%	60–70%	55–65%	48%	50–60%
Response Time (P99)	0.46ms	1–3ms	1–2ms	2–5ms	0.5–1ms	15–20ms	10–15ms
Throughput (ops/sec)	Millions	100K	1M+	200K	500K	80K	50K
AI Decision Engine	1M decisions/sec	None	None	None	None	None	None
Predictive Pre-Warming	10sec
Eviction Strategy	AI-optimized (6 modes)	LRU, LFU	LRU, TTL	LRU, LFU	LRU only	TTL only	TTL only
Setup Time	< 1 hour	3–5 days	1–2 weeks	3–5 days	Hours (manual)	1–2 weeks	2–3 weeks
Manual Tuning	Zero	Extensive	Extensive	Moderate	Heavy	Extensive	Moderate
Zero Migration	Overlay					✓ Edge
Enterprise SLA	99.99%	99.9%	99.99%	99.9%	N/A	99.9%	99.9%
Cost Savings	70–80% verified	Baseline	60–70%	50–60%	Free (DIY)	70% vs CF	80% vs AWS

✅ Verified Performance Data — February 2026. Cachee benchmarked head-to-head against leading caching solutions. Aerospike, Hazelcast, and memcached figures from published vendor specs. Contact us for benchmark methodology.

Calculate Your Savings

Comprehensive ROI Calculator

Calculate your complete savings: AWS infrastructure, geo-distribution, compliance automation, and engineering time recovery.

Monthly Infrastructure Spend ($)

Current Cache Hit Rate (%)

DevOps Engineers Managing Cache

Hours/Week on Cache Management

Average DevOps Hourly Rate ($)

Cache-Related Incidents/Month

Regions Deployed

Monthly Revenue ($)

Validated Performance

No Asterisks. No Caveats. No Exceptions.

95%+ L1 hit rate validated in production. 0.46ms P99 latency. Millions of sustained ops/sec. Purpose-built engine. Enterprise-ready.

0

ops/sec sustained

Category-leading throughput validated across 4.25B requests with zero errors.

0%

L1 Hit Rate

95%+ of requests served from purpose-built memory. Validated in production.

0ms

Sub-Millisecond P99

Consistent sub-ms latency at 99th percentile. 0.1% variance across all nodes.

0 Days

Zero Migration

Works as an overlay on your existing Redis or Cloudflare KV. Deploy in minutes, not months.

Performance Timeline (30 Minutes)

Minute	Throughput	Hit Rate	P99 Latency
1	2,320,755	100.0%	0.401ms
10	2,357,347	100.0%	0.399ms
20	2,361,484	100.0%	0.385ms
30 (Final)	2,362,723	100.0%	0.406ms

0.52%

Coefficient of Variation — 19× better than 10% target

-3.59 MB

Memory per 10min — Zero leaks confirmed

0.000%

Error Rate — Zero errors across 4.25B requests

The Infrastructure Economics

Four Metrics Shift the Moment Cachee Deploys.

▲ Goes Up

0%

Memory Utilization

▼ Goes Down

0%

Database Hits

▼ Goes Down

0%

Infrastructure Spend

▲ Goes Up

0×

Throughput

Before & After

P99 Response Latency

Before: 47.5msAfter: 0.8ms

Database Queries/sec

Before: 45,000/secAfter: 2,250/sec

Monthly Infrastructure Spend

Before: $85K/moAfter: $31K/mo

L1 Memory Utilization

Before: 0%After: 92%

The Economics Are Undeniable

Customer Scale	Monthly Ops	Cachee Cost	DB Savings (95%+ L1 hit)	ROI
Starter	20M	$199	~$2,000	10×
Scale	200M	$999	~$20,000	20×
Institutional	10B	$9,999	~$100,000	10×
Enterprise Elite	2.5T	$250K/mo	$0.10/1M — lowest unit cost	Revenue-driven

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