Case study

GoCharles.ai — AI learning and career development

Learning platform with personalised paths that adapt to career goals—blending AI tutoring metaphors with structured skill progression.

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Industry

EdTech / professional development

Cebuano role

Product development, AI integration, learner UX

Timeline

MVP through growth iterations

Technology

Web appPersonalisationContent modellingAI-assisted tutoring flows

Outcomes

  • Learner journeys that adapt without opaque black-box recommendations
  • Operational tools for content and curriculum teams
  • Scalable onboarding for individuals and cohort-style programmes

Commercial results

Product-market fit exploration in a crowded edtech space—velocity and retention metrics anchored to completion and skill outcomes rather than vanity traffic.