Manufacturing, BOM & Engineering Governance
Custom SuiteScript 2.1 Design Change Request (DCR) management system for BOM and engineering revision approvals.
The business problem
- Operational friction. Lack of visibility into ERP technical debt, orphaned script deployments, and manual audit prep.
- Financial or labor impact. $50k-$150k in annual consulting fees for simple diagnostic assessments and code audits.
- Why the native approach failed. NetSuite UI does not provide holistic code quality or SOX compliance diagnostics out of the box.
What was built
- Solution type. Autonomous AI Diagnostic Worker & MCP Toolchain
- Mechanism. Automated SuiteQL schema queries, static code inspection, and board-ready PDF generation.
- Cycle time. Immediate 48-Hour Execution
Recorded outcome
| Before | After | Business value |
|---|---|---|
| 4-week consulting discovery audit costing tens of thousands. | Instant, board-ready system health X-Ray generated in minutes. | 10x faster diagnostic turnaround at a fraction of traditional advisory cost. |
Illustrative scenario built from several engagements. Figures illustrate assumptions, not a named result. Client shown as an archetype; identifiers removed by the harvest scrub (0 redactions).
Back to the proof library • The 100x ledger
Talk to the architect, not a salesperson
AI automation for private-equity portfolios, measured in basis points: a few hours of operating-partner time in, hundreds of engineering hours and margin out, delivered as working code in two-week sprints.