🏏 Building Third Umpire AI: How I Created an Agentic AI-Powered Cricket Intelligence Platform at Agentic Premier League Pune
Turning cricket into a real-time AI strategy engine using Agentic AI, Google Gemini, and a premium SaaS interface.
Cricket in India is more than a sport. It is emotion, strategy, data, and decision-making happening ball by ball.
As both a technology enthusiast and lifelong cricket fan, I have always wondered:
What if an AI system could watch a live cricket match, analyze every moment, and provide strategic insights just like a virtual Third Umpire?
That question led me to build Third Umpire AI, an Agentic AI-powered cricket intelligence platform that analyzes live match data, predicts outcomes, and generates tactical recommendations in real time.
I built this project during Agentic Premier League – Build with AI, an incredible community event organized by the GDG Cloud Pune GDG Cloud Pune community.
🚀 What Is Third Umpire AI?
Third Umpire AI is a modern AI-powered cricket analytics platform designed to act as an intelligent decision-making assistant for:
- Cricket fans
- Fantasy cricket players
- Coaches
- Analysts
- Content creators
- Sports technology enthusiasts
The platform combines live match data, Agentic AI workflows, and advanced reasoning from Google Gemini to deliver:
- Real-time match analysis
- Win probability predictions
- Tactical recommendations
- Momentum insights
- Player performance forecasts
Think of it as a virtual Third Umpire that does far more than make decisions—it explains the game strategically.
💡 The Inspiration Behind the Project
The name "Third Umpire AI" perfectly captures the concept.
In cricket, the Third Umpire is trusted to make high-stakes decisions using data, multiple camera angles, and careful analysis.
That is exactly what modern AI systems do:
- Gather information
- Analyze context
- Reason through uncertainty
- Deliver confident conclusions
I was also inspired by the calm and strategic mindset of Mahendra Singh Dhoni MS Dhoni, whose decision-making under pressure has defined some of cricket’s most iconic moments.
🏏 Why Cricket + AI Is a Perfect Match
Cricket generates an enormous amount of structured data:
- Scores
- Strike rates
- Run rates
- Wagon wheels
- Matchups
- Bowling patterns
- Historical performance
AI can process this information far faster than humans and uncover patterns that are difficult to detect in real time.
With Agentic AI, the system does more than answer questions. It can:
- Observe the current match state
- Gather relevant data
- Reason step by step
- Generate predictions
- Recommend strategic actions
🤖 What Is Agentic AI?
Traditional AI responds to prompts.
Agentic AI takes initiative.
It can:
- Plan multi-step workflows
- Use tools and APIs
- Analyze external data
- Make decisions autonomously
- Refine outputs iteratively
This project uses Agentic AI to simulate the thought process of a cricket strategist.
For example:
- Fetch live score data
- Analyze batting momentum
- Compare historical patterns
- Estimate win probability
- Recommend bowling or batting tactics
- Present insights visually
🏗️ Technology Stack
Third Umpire AI is built using modern technologies:
| Category | Technology |
|---|---|
| Frontend | Next.js 15 |
| Language | TypeScript |
| Styling | Tailwind CSS 4 |
| AI Model | Google Gemini |
| Agent Framework | Antigravity |
| Icons | Lucide React |
| Deployment | Vercel Vercel |
| Data Source | Live Cricket APIs |
🎨 Designing a Premium SaaS Experience
One of my goals was to ensure the interface looked like a top-tier Silicon Valley SaaS product.
The UI includes:
- Dark futuristic design
- Glassmorphism cards
- Animated gradient borders
- Premium dashboards
- Interactive charts
- Responsive layouts
Design inspiration came from products such as:
- Linear
- Vercel Vercel
- Stripe
- Framer
- Raycast
- OpenAI OpenAI
📊 Core Features
🏏 Live Match Dashboard
Real-time score tracking and momentum analysis.
🤖 AI Strategy Engine
Agentic reasoning for tactical recommendations.
📈 Prediction Center
Win probability and outcome forecasting.
🏏 Player Analytics
Performance trends and matchup insights.
📰 Commentary Insights
Contextual explanations generated by AI.
⚙️ Premium Dashboard
Beautiful, enterprise-grade user experience.
🧠 How the Platform Works
Live Cricket API
↓
Data Processing Layer
↓
Agentic AI Workflow
↓
Google Gemini Reasoning
↓
Predictions & Strategic Insights
↓
Interactive Dashboard
⚡ Development Journey
I built this project during Agentic Premier League – Build with AI hosted by the amazing GDG Cloud Pune GDG Cloud Pune community in Pune.
The event brought together developers and AI builders to create real-world applications using cutting-edge AI technologies.
The experience was energizing and deeply inspiring. It was exciting to combine my passion for:
- Cricket
- Artificial Intelligence
- Product Design
- Modern Web Development
into one meaningful project.
🙏 Thank You GDG Cloud Pune
A huge thank you to the entire GDG Cloud Pune GDG Cloud Pune community for organizing such a high-quality event.
Community-driven events like this provide the perfect environment to:
- Learn emerging technologies
- Build innovative products
- Connect with fellow creators
- Push ideas into reality
If you are interested in AI, cloud, and modern development, I strongly recommend joining their community and attending future events.
🌍 Future Roadmap
I plan to expand Third Umpire AI with:
- Fantasy cricket recommendations
- Voice-based analysis
- Multilingual support
- Historical match simulation
- Mobile application
- Coach-focused analytics
- Advanced visualizations
🔗 Project Links
👨💻 About Me
I am Pritam Sonone Pritam Sonone, an AI builder, WordPress contributor, digital creator, and founder of Amhi Kastkar and Digital Pritam.
My mission is to use technology, artificial intelligence, and education to create meaningful products that solve real-world problems and empower people at scale.
🏏 Final Thoughts
Third Umpire AI started as an idea at a community event, but it represents something much bigger.
It demonstrates how domain expertise, creativity, and modern AI tools can combine to build products that are both technically sophisticated and genuinely useful.
For me, this project is where three passions meet:
- Cricket
- Artificial Intelligence
- Product Innovation
And this is only the first innings.
📣 Special Mention
Special thanks to the GDG Cloud Pune GDG Cloud Pune community for organizing Agentic Premier League – Build with AI and creating an inspiring environment for builders to innovate.
