The cost of a broken process in chemicals and consumer goods does not appear on a single line in the P&L. A formula rework rate of 7 percent and a finished goods rework rate of 11 percent, consistent across years, attributed to normal operational complexity. In SLA misses running six to fourteen times standard.
Spinnaker has redesigned workflows, built regulatory rule logic into production environments, implemented AI-assisted compliance validation and created documentation frameworks that make complex operations genuinely scalable.
Documented results
| Result | What we did |
|---|---|
| 150K+ workflow records. | Formula and finished goods process redesigned. 25-35% cycle time reduction identified. Rework rates quantified for the first time. |
| Deep PLM engagement. | Regulatory rule logic built and deployed for two jurisdictions. AI-based validation model operational in production. A configuration error caught before go-live. |
| Dossier process reengineered. | End-to-end dossier creation and management process redesigned for a global regulatory affairs function. |
| Supply base rationalization. | Raw material strategic assessment followed by full redesign. Procurement efficiency, supplier rationalization and input cost management. |
“The rework rate had been in our reports for years. We treated it as normal. What we had not done was trace it to a cause. Once we did, the solution was process redesign, not more resources.”
Director of Operations · Global Consumer Goods Manufacturer