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AI-Enhanced Analysis

AI-Enhanced Analysis is the optional second layer of SwingVantage's analysis pipeline — added on top of the deterministic heuristic result — that uses an AI language model to generate contextual explanation, drill language, and coaching narrative.

The deterministic engine runs first and produces a factual fault diagnosis and confidence score. AI enhancement adds a narrative layer: plain-English explanation of why the fault matters for your game, personalized drill cues, and coaching context tailored to your skill level. The AI layer cannot contradict or override the deterministic finding; it elaborates on it. All AI-generated content is labeled to distinguish it from deterministic output. The feature requires an active AI key and incurs compute cost; it is off by default in keyless mode.

'Your path is +7 degrees in-to-out (Estimated — Confidence 72/100) [Deterministic]. This typically creates a push or draw; in a right-handed golfer at your level, the most impactful fix is... [AI Enhanced]'

Why it matters

Numbers without context are hard to act on. AI enhancement turns a diagnostic output into coaching language — but the diagnosis itself stays deterministic.

Put this into your swing

SwingVantage can spot this in your own swing — free to start.