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From video to tactical report — fully automated

Industry-leading AI match analysis for coaches, clubs, and athletes — powered by a decade of competitive-training data and our proprietary competition-grade BAMDAS model. Covers player tracking, shuttlecock trajectory reconstruction, shot recognition, tactical heatmaps, and automated reports — with no labeling or setup required.

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A decade of training data BAMDAS model On-device inference 苏ICP备2025225320号-2 7×24 email response
Lynsee AI · Dashboard
Lynsee AI dashboard · match analysis

Core AI Features

Industry-leading badminton AI analysis suite · proprietary core algorithms

Smart court detection screenshot

Smart court detection

Accurately detects badminton court boundaries, adapts to a range of shooting scenarios and court types, and corrects perspective shifts in real time.

Coach value:Skip the tedious manual court calibration
Player tracking screenshot

Player tracking & recognition

Stable tracking of two-player matches, fully recording movement, posture, and footwork — the foundation for tactical analysis.

Coach value:Automatically quantify running distance, court coverage, and movement speed
Badminton 3D trajectory analysis

Shuttlecock trajectory analysis

High-precision shuttle detection and tracking, millisecond-level 3D trajectory reconstruction, with integrated speed calculation and prediction.

Coach value:Precise speed curves that reveal players' technical weaknesses
Shot recognition and classification

Shot recognition

Precisely captures the moment of impact and intelligently classifies shot types (clears, smashes, net shots, and more), while assessing shot quality.

Coach value:Break down each player's shot-type distribution for targeted training
Tactical heatmap analysis

Tactical analysis

Deeply analyzes match rhythm, automatically identifies scoring patterns, and generates professional-grade tactical recommendations.

Coach value:See scoring patterns and the root causes of lost points, with clear direction for next time
Smart report generation — overall score 82

Smart report generation

One-click generation of individual technical analysis reports and match tactical summaries, with full-dimensional training-data visualization.

Coach value:Generate PDF reports in one click and dramatically cut manual review work

How It Works

4 steps from a match video to an AI tactical report

STEP 01

Upload match video

Drag and drop to upload — compatible with mainstream camera positions and recording gear, singles or doubles.

STEP 02

Fully automated AI analysis

Player tracking + trajectory reconstruction + shot recognition + tactical heatmaps — no manual labeling needed.

STEP 03

Complete data dashboard

Dashboard + individual stats + tactical analysis across three views, with every dimension visualized.

STEP 04

AI report

5-dimension ability scores + shot distribution + improvement tips, exportable to PDF in one click to hand straight to your students.

Fully automated · no manual labeling · contact us for a custom solution

Why Lynsee AI

Five dimensions of differentiation

Core moat

Competition-grade BAMDAS model

A dedicated model trained on a decade of badminton competitive-training data — not a generic AI plug-in, but a vertical model built specifically for competitive training. From motion recognition to tactical analysis, every layer is deeply optimized for badminton.

Built natively for its home market

From court standards and motion terminology to report templates and WeChat-ecosystem integration, years of deep focus on the home market, refined around real-world usage — purpose-built for local needs, not a simple localization of a foreign product.

On-device inference · data stays in-house

Supports on-premise deployment, keeping videos and analysis data entirely local. Built on a proprietary algorithm stack with fully independent IP — trusted by professional teams, sports academies, and commercial event organizers.

AI coaching reports

AI-driven match reviews written in professional coaching language — structured, diagnostic, and actionable. Ready to print and share directly with athletes, parents, and club managers.

Flexible engagement models

From day-to-day club training analysis and post-match review to deep custom development for sports academies and professional teams — we configure a solution around your real scenario, never forcing a fixed package.

Report sample

See how AI reads your match

Not a handful of dry numbers, but a structured report with diagnosis and recommendations — a 5-dimension ability radar, an overall grade, shot-type distribution, and detailed AI motion diagnostics, all quantified.

Overall grade
A-
Ability dimensions
5D
Shot types
5 types

Real sample screenshot, generated automatically after each match analysis — shareable with athletes, parents, and club managers.

Lynsee AI assessment sample — 5-dimension ability radar + A- overall grade

Want to know more? Get in touch.

Solutions

Tailored for clients of every size

Individual

Experience the AI online in minutes and view the product demo right away
  • Watch the full product demo online
  • Understand the full AI analysis workflow
  • Browse the feature matrix in real time
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Most popular

Coaches / Clubs

Professional-grade AI for everyday training and match analysis
  • Daily training review · student progress tracking
  • Post-match review · tactical heatmap analysis
  • AI reports to share with students / parents
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Pro Teams / Event Organizers

Custom deployment for sports academies, professional teams, and event operations
  • On-premise deployment · full data ownership
  • Multi-camera · batch queues · API integration
  • Dedicated contact · deep custom development
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Specific feature configurations and service plans are tailored to your use case · contact us for details

FAQ

The 8 most frequently asked questions

How is the security of my videos and analysis data guaranteed?
We offer an enterprise-grade secure deployment, with end-to-end encryption and configurable storage and cleanup policies — fully compliant with the data-security needs of coaches / clubs / professional teams. The exact setup is tailored to your use case.
Which camera angles and court types are supported?
Compatible with mainstream camera positions and recording equipment — common club camera angles, rear-stand positions, and ceiling-mounted gym cameras all work out of the box. The system automatically detects court keypoints and corrects the perspective; indoor/outdoor, singles/doubles, men's or women's all supported.
How long does it take to get a report from a match video?
Speed depends on the deployment method and hardware — the local desktop version uses GPU for efficient inference; cloud services are optimized for batch scenarios. Exact latency is assessed before purchase based on your video specs, number of camera angles, and reporting needs.
How much does AI accuracy differ between amateur and professional matches?
Player tracking and shuttlecock trajectory detection work reliably in both scenarios. The main difference lies in shot-type recognition — professional matches have standardized strokes and clearer footage, so recognition is better; amateur matches vary in angle, lighting, and technique, so confidence fluctuates. The system assigns a confidence score to every result and flags low-confidence ones for review, making manual spot-checks and targeted model improvements easy.
Do you support multi-camera / batch processing / API integration?
Three service tiers target individuals, coaches/clubs, and professional teams/event organizers respectively — covering everything from single-video trials to batch analysis, API integration, and on-premise deployment. For specific integration, please get in touch and we'll recommend the best fit for your scenario.
What does the typical onboarding process look like?
A typical flow: needs discussion → scenario assessment → solution customization → trial validation → formal onboarding. Coach / club scenarios usually finish a trial in 1–2 weeks; professional teams / event organizers involving on-premise deployment follow a more detailed schedule. Every step has a dedicated contact, so you never get stuck.
How long are analyzed videos kept? What export formats are available?
In on-premise mode, videos and analysis data are stored permanently on your own device / server, with no reliance on third-party cloud storage. Reports export to PDF, Excel, and JSON for easy re-analysis or archiving. Cloud storage policies are configurable on demand.
No professional camera gear — can I use an ordinary phone?
Absolutely. We've done extensive adaptation for the shooting conditions coaches / clubs commonly have — phone tripods, stand positions, and ceiling-mounted gym cameras are all tested and proven. We recommend a fixed position (to avoid shake), good lighting, and a clear view of the whole court. For details, feel free to get in touch.

Still have questions? Contact us directly — we reply 10× faster than this FAQ.

Product Demo

Real-time AI analysis interface · data as the match unfolds

Lynsee AI · live analysis example DEMO
Analyzing live
Lynsee AI · DEMO
Live speed
Shot type
Trajectory

Overlay data shown is illustrative. The actual report includes full player tracking, shot classification, tactical heatmaps, and rally statistics.

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