KL-01 / PRODUCT 01

Tomorrow Football Agent

Match analysis that starts from the question, not a dashboard.

LIVEAgentsLaunched May 12, 2026
Tactical pitch visualization for Tomorrow Football Agent

Context

Football fans ask layered questions — pre-match form, post-match blame, and tactical shape — but most tools dump charts without understanding intent.

User Problem

Users want a clear next step after asking about a match. They do not want to learn a analytics console first.

Product Response

Tomorrow Football starts with conversation routing: classify the question, pick data or tactical tools, then answer with a visual and follow-up prompts.

Experience

  1. 01

    User asks a natural match question.

  2. 02

    Agent labels intent: pre-match, post-match, or tactical.

  3. 03

    Selected tools pull form, lineup, or shape data.

  4. 04

    Response pairs explanation with a pitch visualization.

  5. 05

    Suggested follow-ups keep the conversation useful.

Decisions

Conversation first

A chat entry lowers the barrier better than forcing users into filters and tables.

No score prediction theater

The product focuses on understanding matches, not inventing certainty about results.

Cost-aware Chinese models

Routing and summarization use affordable models while preserving tactical clarity.

Follow-up questions are product

Suggested next questions teach users how to dig deeper without training manuals.

Architecture

Intent classifier → tool selector → football data adapters → response composer with tactical rendering. Complex animation stays on the featured sequence only.

Results

Early users return for post-match discussions and share tactical answers. Metrics above are dated snapshots, not inflated lifetime totals.

Active users
1.2k+
as of Jul 30, 2026
Weekly conversations
4.8k
as of Jul 30, 2026

Current Status

Live. Improving conversation routing for mixed tactical and emotional questions.

Next Steps

Richer set-piece explanations, better bilingual football vocabulary, and tighter mobile pitch readability.

Updated Aug 1, 2026