The Apprenticeship Evidence Loop

AI Mentor → Structured Task → Performance → Evaluation → Evidence → Feedback → Progression

Who We Serve

Employers · Universities · Workforce Organizations · Professionals

VillageScout is initially exploring applications across technical occupations, engineering, construction, manufacturing, critical infrastructure, and other physical-economy environments.

Current Stage

VillageScout is an early-stage technology enterprise transitioning from substantial Paper MVP and technical specification development into AWS technical validation and working MVP implementation.

Long-Term Direction

VillageScout’s research and development roadmap extends into multimodal AI, spatial intelligence, simulation, digital twins, IoT, robotics, and Physical AI.

Founder

Martin Crawford
Founder, VillageScout