maceinnovations
February 2026

2.6 billion tokens processed with 92.4% cache reuse — context architecture engineered for deterministic efficiency at enterprise scale.

How We Achieved This →
CONTEXT
CACHE
CONTEXT INPUT
6.7%
Written once, cached
CACHE REUSE
92.4%
Massive scale efficiency
2.6B
TOKENS PROCESSED
92.4%
CACHE HIT RATE
<1%
UNCACHED INPUT
6.7%
CONTEXT WRITTEN
The Architecture
·Context written once, reused hundreds of times
·92.4% of all tokens served from cache
·Minimal uncached computation overhead
·Deterministic context lifecycle management
The Engineering
·Context treated as reusable infrastructure
·Designed for predictable cache behavior
·Token lifecycle optimization at scale
·Production-validated on 2.6B tokens
The Result

Enterprise AI at scale.

Efficiency through architecture, not compromise.

MACE INNOVATIONS