Appendix B — Illustrative Workflow

A cell-therapy manufacturer deploys Echo:

• Live integration of lab assay data and ERP records.

• Predictive models flag yield variance before batch completion.

• Regulatory teams access complete provenance for audits.

• IP-linked incentives and digital participation credits reduce infrastructure costs while rewarding verified contributors.

Results: 35 % faster deviation detection, 20 % higher yield, enterprise-wide visibility.