Loading...
Loading...
GE jet-engine manufacturing, General Dynamics, smaller aerospace contractors depend on skilled technicians with decades hand-inspecting components. AI training retrains technicians, quality staff to work with AI-driven inspection without losing tacit knowledge. Challenge: aerospace operates FAA Part 21 approval requiring documented change control, union contracts limiting deployment speed.
Updated May 2026
FAA Part 21 requires documented change control, audit trails, explicit proof AI doesn't degrade quality. Programs replacing expertise with 'AI decides' trigger union resistance and FAA concerns. Most effective: frame AI as augmentation—AI does rapid screening, human technicians make accept/reject decisions and document reasoning.
IAM heavily represents GE and General Dynamics. Programs navigating union contracts, seniority protections, job-security concerns. Partner allocates 15-25% for union engagement: joint design with stewards, explicit 'skills enhancement' framing, transparent workforce-planning. Training may require third-shift or weekend scheduling.
Engagements $95k-$260k over 18-28 weeks. FAA Part 21 compliance adds 20-30% project time. Small-group delivery (8-12 cohorts across shifts). Consultants bill $300-$440/hr. Every training element must satisfy FAA auditor language.
Frame AI as 'first-pass filter'; human technician's visual/tactile inspection remains final gating decision. Curriculum: validating AI flags, overriding when human assessment differs, documenting reasoning, escalating ambiguity to engineering. 8-12 weeks applied workshops plus monthly refreshers 6 months.
Meet stewards early understanding concerns. Co-design curriculum. Union-nominated trainer co-facilitates at least one cohort. Frame as 'skills enhancement maintaining competitive advantage.' Propose 3-year workforce plan showing efficiency gains → preserved/growing headcount in retraining roles.
Charter: change-control summary, quality-validation protocol, regulatory-grade curriculum, competency records, audit samples, incident reports. Documentation sits in manufacturing record retained per FAA. Overhead adds $30k-$60k.
8-12 person cohorts during shift hours (day, evening, night) or weekends. Each shift gets same curriculum. Allow 12-18 weeks (vs. 8-10). Same facilitator to all cohorts. On-site delivery only.
Track: defect-escape rates, technician-override frequency, audit readiness, AI system adoption metrics. At 6 months, joint quality review with FAA-certified engineers. Auditor concerns require quick iteration—aerospace quality non-negotiable.
Get found by Lynn, MA businesses on LocalAISource.