Mace Innovations - AI Cost Efficiency

February 2026

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

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