Quantloop Technologies

The AI operating system
for sports academies.

Instring · A Quantloop product · 11+ academies

Manage coaching, analyse performance, assign tasks, and stream live — all in one platform built for the modern sports ecosystem. Calendar-first by design.

40+
Features
5
User roles
3+
Sports
18
Cricket AI tools
01 / The problem

The chaos of old-school academies.

Most academies still run on fragmented tools and manual processes.

  • WhatsApp chaos for scheduling
  • No structured progress tracking
  • Hours wasted on admin work
  • Parents have zero visibility
  • No AI-powered coaching support
02 / One platform. Infinite potential.

Four pillars, one academy OS.

Faster admin
10x

Academy Management

Run your entire academy from one dashboard — schedules, payments, communications.

AI tools
8

AI Coaching

8 AI tools that augment every aspect of coaching excellence — chat, video, voice, strategy.

Analytics
360°

Performance Intelligence

Data-driven insights that transform raw effort into measurable progress.

WebRTC
HD

Live Streaming

Broadcast matches and sessions. Parents watch from anywhere — built in, not bolted on.

03 / Multi-sport, sport-aware

Built for every racquet sport.

Live

Tennis

Full doubles court with service boxes. Practice sheets, match plans, AI analysis tuned for tennis.

Live

Pickleball

Court with NVZ/Kitchen highlighted. Dedicated features for the fastest-growing racquet sport.

Live

Badminton

Singles/doubles court with tramlines and service boxes. Full practice and match sheet support.

04 / AI Coaching Engine

Every coach deserves an AI co-pilot.

Powered by GPT-5.2, Whisper and computer vision. Plus 18 dedicated cricket AI tools for the most comprehensive cricket analytics platform.

01

AI Chat Coach

24/7 conversational coach for technique, match prep, warmup, strategy.

02

AI Video Analysis

Upload match clips. Skeleton overlay, technique breakdown, drills.

03

AI Practice Sheet

Personalised practice plans saved to the database, assignable to players.

04

AI Performance Tracker

Hours, win rate, consistency — calculated from real session data.

05

AI Voice Assistant

Full conversation via Whisper STT + TTS. Create sessions by voice.

06

AI Match Strategy

Opponent-specific game plans with tactical advice and conditions.

07

AI Injury Risk

Risk derived from real training load. Activity insights per player.

08

Save & Share Reports

Save reports to MongoDB. Shareable public links. Assign to players.

05 / Core Platform

Scheduling, sessions and role-based access.

01

Calendar-First Scheduling

Month, week, and day views with folding animation. Every interaction starts here.

02

5-Role Access Control

Academy, Coach, Player, Parent, Super Admin — tailored dashboards and permissions.

03

Academy Management

Create academies, manage coaches, players, batches. Join request approval flow.

04

Practice Sheets

Multi-court pattern drawing with freehand strokes, arrows, undo/clear. Pre + post practice.

05

Match Sheets

3-tab system: Info, Plan, Review. Court strategy drawings with Plan A/B and formations.

06

Dynamic Court Layouts

Sport-specific SVG courts — auto-switches based on the session sport.

07

Group & Individual Sessions

Toggle between modes. Multi-player chip selection for group practice.

08

Collaborative Editing

Academy, Coach and Player can all create, edit and delete sessions. Real-time WebSocket sync.

09

Voice Session Creation

Floating mic on Calendar. 'Create tennis practice tomorrow at 5pm.' — AI parses and creates.

06 / Cricket Intelligence Engine

18 dedicated cricket AI features.

The most comprehensive cricket analytics platform — real-time analysis, biomechanics, strategy, viral creative tools and more. Each feature uses a dark fullscreen dashboard with charts and AI Coach tips.

Real-time & core analysis
01
Live

Real-Time Analysis

Open camera or upload video — AI analyses live with skeleton overlay and key issues.

02

Batting Analysis

Stance, backlift, trigger, footwork, shot execution, follow-through — sub-scores + drills.

03

Bowling Analysis

Run-up, delivery stride, arm action, alignment. Injury risk for lower back and shoulder.

04

Fielding Analysis

Ready position, reaction, ground fielding and throwing mechanics. Movement efficiency scored.

05

Shot Classification

Identifies Cover Drive, Pull, Cut, Sweep, Flick — with pro player comparisons.

06

Highlights Generator

Finds the most exciting moments. Excitement levels, reel suggestions, highlight ratings.

Creative AI
01
Game IQ

Match Simulator (Game IQ)

Interactive scenarios. Pick shots, AI evaluates with pro comparisons. Test your cricket IQ.

02
Viral

Play Like Kohli

AI compares your technique with Virat Kohli. Similarity score, radar chart, stats.

03

Shot Predictor

Predicts shot outcome (4, 6, dot, catch) with probability breakdown and trajectory arc.

04

Why You Got Out

AI explains your dismissal with mistakes, severity ratings, ball analysis, drills.

05

Opponent Scanner

Scouting report from video — shot distribution, vulnerability zones, attack strategies.

06

Field Placement Advisor

Generates an SVG field of 9 fielders + phased strategy from batsman + bowling inputs.

07
Pro

Player DNA

DNA Score ring, strengths/weaknesses, batting radar, dismissal donut, pro comparisons.

08

Pressure Meter

Body-language analysis from video. Pressure gauge, gameplay patterns, resilience score.

09
Social

Auto Commentary

AI commentary from video. Social captions, hashtags, reel scripts.

10

Practice-Match Link

Links practice patterns to match performance. Readiness score and next focus areas.

Stats & strategy
01

Match Performance Tracker

Player selector with batting and bowling area breakdowns from real data.

02

Match Strategy Engine

Phased game plans for powerplay, middle, and death overs from real conditions.

07 / Live Streaming · Admin · Infrastructure

The plumbing, designed in.

Live streaming
01

Go Live

Academy, Coach or Player can start streams. Practice / Match / Training / Tournament types.

02

Live Chat & Reactions

Real-time chat with heart and thumbs reactions. Viewer count tracking.

03

Recordings

Past streams saved for later viewing. Live Now and Recordings tabs.

Super admin panel
01

Academy Management

Create, suspend, activate, delete academies. Detail pages with activity logs.

02

User Management

Tabbed view: Coaches, Players, Parents, Academies. Map, edit, reset password, delete.

03

Session Management

Filter all sessions. Detail modal with practice/match data. Delete with notifications.

04

AI Analytics

Total reports, average scores, monthly trends. Reports-by-sport chart + leaderboard.

05

Live Streams Admin

View active streams and recordings. Force-stop. Summary counters.

06

AI Reports Admin

All saved reports across users. Sport filter, expandable details, share & delete.

07

Audit Logging

Standardised logs for all admin actions. Filter by action type, actor enrichment.

Infrastructure & security
01

JWT Authentication

24h token expiry. 5 roles, granular permissions. Forgot-password with secure tokens + email.

02

Real-Time WebSocket Sync

Session events, sheet updates, player remaps — all broadcast live. Exponential backoff.

03

Notifications System

8+ notification types with action URLs and metadata. Live in-app + email + push.

04

Email Integration

Resend API for welcome emails, credential sharing, password resets. WhatsApp share fallback.

05

Data Isolation

Academy-scoped data. Coaches see only their players. Parents see only their children.

06

Responsive Design

Desktop sidebar + mobile bottom nav. Tablet-optimised grids. Dark shell + light interaction.

05 / Ready when you are

Run your academy with intelligence, not chaos.

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