competency-mapping

Typed curriculum knowledge graph for prerequisite reasoning, curriculum alignment diagnostics, path analysis, provenance, and expert review.

A smart, data-driven platform that evaluates technical competencies in modern intelligent systems and language technologies, uncovering skill gaps and delivering personalized insights, assessments, and learning pathways for both individuals and organizations.

Competency-based L&D framework and 5-year career roadmap for AWS Data Engineers, integrating job analysis and measurable success metrics.

Build self-updating skill trees for AI coding agents from codebases and PRDs to keep agents in sync with your code