Hi community 
I’m Naval, building independently from Rourkela, India — one of India’s premier field hockey cities.
Over the past year I’ve put together Hockey Intelligence — a video analytics platform for field hockey tournament organisers and sponsors, built with Streamlit.
It helps answer questions like:
• How much screen time did a sponsor’s logo actually get during a match?
• What is that exposure worth in media value terms?
• Which player zones saw the most action?
Sharing a few screenshots below. Still iterating — would appreciate any feedback on UI/UX from the community.
[Screenshot 1 — Sponsor ROI dashboard]
[Screenshot 2 — Match intelligence view]
Screenshot 1
Screenshot 2
1 Like
Thanks @NavalSingh for sharing your app with the community!
Perhaps an AI powered chat mode that allow users to ask questions about the data would be a great value add.
Great suggestion @dataprofessor ! We’ve thought about this carefully — rather than open-ended NL2SQL querying, we generate a structured CMO Intelligence Report that pre-answers the key questions sponsors and tournament organisers actually ask: logo exposure time, media value equivalence, player zone activity, and audience reach estimates. Sports data has zero tolerance for errors — every fan and every CMO knows the numbers — so we chose verified, curated outputs over free-form querying. Happy to share a sample report if anyone’s curious!
