Operate a company-specific apprenticeship that trains and supervises junior engineers through customer-context research, technical presentations, deployment simulations, scoped production work, and structured product-feedback capture. The vendor receives evaluated candidates, reusable playbooks, and a supervised path from classroom exercises to real customer engagements.

Multiple vendors are formalizing solution-engineering and forward-deployed-engineering internships, indicating demand for an early-career talent pipeline around customer implementation work. Rapid AI product adoption makes field deployment skills especially valuable while experienced technical customer-facing engineers remain costly.