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Client Work
·In progressA self-directed surgical-education platform: a portfolio-intelligence dashboard that scores training modules against a 37-step playbook, and an AI module builder that interviews authors into compliance.
Focus
Surgical education · AI
SELF (Surgical Education Learners Forum) supports self-directed surgical training in low and middle income countries. Author worksheets flow in from Google Docs, get parsed against the SELF Playbook, 37 steps and 14 milestone gates, and are scored across 7 quality KPIs into a real-time module-pipeline dashboard. A companion module-builder assistant runs authors through a structured interview, with sub-agents for scope validation, clinical review, and handbook compliance, streaming a live module spec as the conversation goes.