2.44x faster task deliveryJIT-Context OSSub-3ms epistemic memory runtime eliminating context bloat, prompt drift, and agent self-poisoning.Evidence: paired empirical benchmark on 45-module production codebase; 199/199 Vitest PASS.
10k+ invoices processed per monthInvoiceFlowOCR and model-assisted extraction are followed by deterministic validation before accounting export.Evidence: author-reported operational metric; refresh before publish.
1,500+ candidates onboarded end-to-endOnboarding FlowA schema-driven state machine controls the flow; AI is limited to bounded interpretation and language tasks.Evidence: author-reported operational metric; refresh before publish.
90 / 10 operating-model splitGoverned AI deliveryDeterministic workflow logic governs business decisions; models are used for bounded interpretation, extraction and phrasing.Evidence: architectural principle, not a universal measured ratio; scope to the named systems.
Across these named systems, deterministic workflow logic governs business decisions; models are used for bounded interpretation, extraction and phrasing.