I led the end-to-end design of a centralized compliance platform that closed the loop on every broken handoff in that chain. The architecture had three non-negotiable requirements:

• Field execution had to work on shop-floor tablets under real conditions. Gloved hands, poor lighting, time pressure, not on the idealized desktop environment most enterprise software is designed for.

• scoring had to be automated and bias-free; human-entered scores on paper introduce exactly the kind of inconsistency that makes historical comparison impossible.

• Non-conformance resolution needed an immutable audit trail, not email threads that disappear, but a closed system where corrective actions are defined, proof is uploaded, and nothing is marked resolved without verification.

What this replaced wasn't just a bad product. It replaced an entire category of operational dysfunction that most companies in the sector have accepted as the cost of doing business.

The full case study is under NDA. If the problem space interests you, reach out — I'll walk you through the system architecture, the multi-stakeholder workflow logic, and every design decision that had real operational stakes behind it.