Every people decision, backed by evidence.

Devometrics scores you against a defined competency taxonomy — technical, leadership, behavioral, strategic — instead of letting you self-report skills. Scoring is grounded in established, peer-reviewed competency-science research and behaviorally-anchored frameworks, not free-floating judgment or a single self-reported number.

"Important" skills change. Target-role scoring is weighted against real job-description and market-demand data, so a gap map reflects what employers are asking for now, not a fixed rubric written once and never revisited.

Every extracted competency carries a visible Confidence Score alongside its rating. When the model is inferring from limited signal, that's shown — not hidden behind a single clean-looking number.

A gap analysis is a snapshot, not a verdict. As you complete milestones and the role or market shifts, your competency scores and plan are designed to be recalculated — not delivered once and left to go stale.

Every recommendation is problem-centered and tied to a real situation you're facing, not abstract theory — and paced on your terms, not a fixed syllabus. We deliberately don't rely on "learning styles" (visual/auditory/kinesthetic) — that framework hasn't held up under research scrutiny. Your format preference shapes what keeps you motivated and consistent, not a diagnosis of how you supposedly learn best.