Manufacturing

Manufacturing – Aerospace Machining Shop (Southwest): Precision Scheduling & NADCAP Trace AI

Timeline: Build: 11 weeks. Deploy: cell-by-cell. Optimization: 9 weeks capacity models.

Business overview

Industry: precision aerospace machining. Complexity: AS9100, NADCAP processes.

Common pain points

Manual scheduling, paper travelers, audit panic.

Full AI automation system (PrimeAxiom solution)

Schedule Agent, Traveler Agent, Metrology Agent, Audit Binder Agent.

Automation workflow (detailed system flow)

1. Order release.
2. AI schedules finite capacity.
3. Digital traveler updates.
4. CMM results linked.
5. Non-conformance paths.
6. Human NCR decisions.
7. Audit PDF auto-built.

AI agents & logic

Scheduler Agent, Doc Agent, Quality Agent.

Technical architecture

MES integration, file watchers, LLM for narrative NCR drafts.

Tools & integrations

JobBOSS2, CMM file drops, PostgreSQL, OpenAI, barcode systems

Results

On-time delivery +21%; setup time waste −34%; audit prep hours −76%; scrap rate −18%.

Timeline

Build: 11 weeks. Deploy: cell-by-cell. Optimization: 9 weeks capacity models.