Publications
Field notes, analysis, and research from Kwark Industrial Labs deployments and research programs.
KIOS Field Notes: Month 3 at Bebida Viva
Inventory discrepancies down 73% in 90 days. What changed, how it changed, and what KIOS did and didn't do.
The case against tribal knowledge in manufacturing operations
When your best operator retires, what exactly leaves with them? A structural analysis of why knowledge lives in people — and how to stop it.
What an operating system for manufacturing actually looks like
Not software. Not a methodology. Not training. An operating system for a plant is a set of living documents, structured meetings, and evidence protocols that run independently of who is in the room.
KIOS Deployment Standard v1.0.0
The normative document governing how KIOS is deployed, maintained, and validated documentally. Phase-gated conditions, RACI matrices, naming conventions, evidence standards.
Why we don't compete with consultants
Consultants leave. That is not a criticism — that is their model. We are building something different: operational infrastructure that stays when we do.
Structural census methodology for industrial KIOS deployments
Four-layer census schema for mapping the operational state of a manufacturing plant prior to KIOS activation. Capa 1 (existence), Capa 2 (structured content), Capa 3A (flujo state), Capa 3B (junta state).