Coworker.ai launches OM2, an organizational memory layer promising to slash enterprise AI token burn by 9x

Coworker.ai’s OM2 layer ingests data from over 50 enterprise platforms, converting it into permission-aware, precomputed facts reused across AI queries, reducing token usage ninefold and speeding responses 64%. Coupled with an Optimized Routing engine that assigns simple retrieval to cheaper models and complex reasoning to frontier models, the system achieves cost reductions up to 51 × while complying with SOC 2, GDPR, and CASA Tier 2 standards.