AI Swing Report
Also known as: swing report, AI report
The AI Swing Report is the comprehensive analysis document SwingVantage generates after processing your video, combining the deterministic engine's findings with optional AI-enhanced commentary into a single, prioritized report.
Every report opens with the heuristic engine's findings — primary fault, confidence score, and recommended fix — before presenting optional AI-enriched context. The AI layer adds narrative explanation, drill suggestions, and contextual coaching language, but it augments the deterministic core rather than replacing it. Data-provenance labels appear throughout the report so you always know whether a number was measured, estimated, or AI-inferred. The report also includes a retest protocol so the analysis closes with a clear next action.
Read the report top-to-bottom once, then focus only on the Primary Fault section for your first drill block. The rest of the report is useful context, not a to-do list — address secondary faults only after the primary fault is confirmed fixed.
Compare AI Swing Reports from three or more consecutive sessions targeting the same drill focus. A declining severity score for the primary fault across those reports, combined with an increasing confidence score, is the strongest evidence of genuine improvement.
Example
An AI Swing Report for a tennis serve opens with 'Primary fault. This means late trophy position. This means Confidence 74/100 (estimated from video)' followed by AI-written context and three drills.
Why it matters
The report is the product of the whole analysis pipeline — deterministic accuracy first, AI depth on top, always with honest labels.
How it shows up on video
The AI Swing Report references specific frames from your video — every finding is tied to a timestamp or phase position. Use the report to navigate directly to those frames in the timeline and verify the finding against the actual skeleton overlay before accepting it as accurate.
Common mistakes
- Reading the AI report without cross-checking the referenced frames in the timeline — the report is a summary; the timeline is the evidence.
- Acting on the secondary and tertiary fault advice before the primary fault is resolved — the report prioritizes by impact; so should you.
- Treating AI-enhanced commentary the same as deterministic findings — the deterministic section is factual; the AI section is interpretive commentary on those facts.
- Not revisiting old reports after new sessions. This means comparing report language across sessions reveals whether the analysis is reliably finding the same faults or whether new patterns are emerging.
In SwingVantage Motion Lab
The AI Swing Report and Motion Lab are deeply linked. This means clicking a finding in the report navigates the timeline to the relevant frame. The 3D avatar rotates to the most informative viewing angle for that specific fault. The report is designed to drive your Motion Lab exploration, not replace it.
Related terms
- Motion LabMotion Lab is the browser-based 3D motion analysis tool in SwingVantage that turns your video into a three-dimensional avatar and timeline, letting you rotate, scrub, and measure your swing without any installed software.
- Swing DecodeSwing Decode is SwingVantage's golf-specific analysis view that breaks the swing into distinct phases. This means address, takeaway, top, downswing, impact, and follow-through. This means and annotates each phase with the relevant mechanics detected.
- One-Fix PlanThe One-Fix Plan is SwingVantage's core methodology. This means identify the single highest-impact fault, build a focused practice plan around fixing only that fault, and confirm the fix with a structured retest before moving on.
- RetestA retest is a short follow-up protocol attached to each advice. This means how many shots. This metrics, and what counts as success. This means that confirms whether a fix actually worked.
- Confidence ScoreA confidence score is a 0–100 calibration of how much to trust a finding, scaled by sample size, shot-to-shot consistency, and how complete your inputs were.
- Evidence LabelAn evidence label separates what SwingVantage measured (a sensor or launch-monitor number) from what it estimated (an inferred likely pattern). As a result, an estimate is never presented as a lab measurement.
Put this into your swing
SwingVantage can spot this in your own swing — free to start.