58 of 87 tasks shipped
Every feature, every decision, every milestone — visible. A methodology-first football platform built to be the most transparent football intelligence product in the world.
Click a pillar to filter. Click again to clear.
Live capabilities available on FC Quant today.
Player intelligence with Tactico Score, role detection, and multi-season weighting
Club intelligence with league-difficulty calibration
AI consensus analysis with multiple specialist perspectives
Evidence-based methodology with confidence scoring and publication gates
5 core European leagues: Premier League, La Liga, Serie A, Bundesliga, Ligue 1
Row-level security — your data is yours, always
World Cup 2026: group draw data + all 48 nations
World Cup bracket predictor (auth-gated)
WC Rising Stars + Group Power Rankings from TQ Score
Brand identity applied sitewide — dark surfaces, Space Grotesk, JetBrains Mono
8 new physical metrics now feed TQ Score — aerials won, total duels, clearances, big chances created/missed, shots, crosses per 90
AI evidence packets v2 — all three specialist agents now evaluate physical profile, role clarity signals, and chance quality in every consensus run
Live homepage ticker — platform stats, WC countdown, live methodology facts
Roadmap rebuilt — animated progress ring, milestone timeline, pillar kanban
Club scoring recalibrated — elite clubs now score 75–82 as expected
ScoutBot can now answer club questions — Arsenal, Barcelona, Man City by name
Match forecast engine: 30-day horizon, Poisson + xG, 530+ predictions tracked
Match pipeline: twice-daily refresh + 3-day rolling window
Sub-score pipeline: 8 typed performance dimensions now populated for 2,300+ players
Subscription tier system: Free / Pro / Elite schema with Tactico Credits
SportMonks API logging: real-time call tracking with rate monitoring across all endpoints
7-Agent adversarial AI consensus — challenges its own conclusions
StatsBomb tactical analysis — event-level data, xG maps, shot breakdowns
Career history from Wikidata — club-by-club timelines on every profile
Data integrity sprint — corrupted scores removed, name search fixed
La Liga Messi-era player leaderboard — 17 seasons of xG and goals
Data quality sprint — sub-scores, history snapshots, match forecast fix
Scout AI grounding — temporal anchor, biographical prohibition, age filter
Anonymous Scout gate — sign-in card instead of free queries
Brand rename: Tactico Analytics → Tactico Sports
Football news feed — RSS from BBC, Guardian, ESPN, Sky, Goal, 90min
ML data platform — 17 new data sources integrated
Player similarity engine — pgvector embeddings, Similar Players card
Breakout detector — identifies players on sudden upward trajectories
AI match preview generator — pre-match intelligence briefs
Scout query intent router — Haiku pre-classifier for smarter answers
World Cup national team profiles — sidebar, rival strength, squad tiers
World Cup Ones to Watch — 6 player editorial cards
VAEP action values — Modal GPU compute from StatsBomb event data
LightGBM match prediction ensemble — 67-feature ML model
Club INTEL tab — AI consensus + sub-score breakdown
Cookie consent banner — GDPR-compliant, tc_consent cookie 365 days
Legal disclaimer system — 5 variants on all key pages + global footer
Pricing rework — Free 15q, Pro $11.99/150q, Elite $39.99/500q
Light mode — full CSS variable theme system with FOUC prevention
Transactional email — Resend integration, welcome + waitlist emails
Auth system complete — login, signup, OAuth, reset, error page
Tier gates wired — radar, AI consensus, compare behind Pro paywall
Account page — subscription display, Stripe portal, GDPR deletion
Stripe live mode — real payments, 3 bugs found and fixed
Domain rebrand to tacticosports.com
Calibration v7 — xG/xA integration, anchor-based scoring, elite clubs 75-82
Google OAuth authentication via Supabase — sign in with Google
Free data integration: football-data.org, ClubElo, OpenFootball, Wikidata
Row-level security across all 30+ fq_* tables — public read, service-role write
Features actively being built and rolled out.
Full league population — 5,468 players scored across 5 leagues
Match intelligence with xG, lineups, and live data
Form tracking with hourly refresh during match windows
Score distribution validation across all leagues
Payments and subscriptions — Free, Pro, Elite tiers
WC national team TQ rankings + individual team pages
Mobile-optimized experience — add Tactico to your home screen
Choose your AI — control how ScoutBot thinks for each question
Live match intelligence — Tactico analysis updating in real time
Weekly intelligence digest — transfers, tactics, and hidden value
Goalkeeper scoring model: typed sub-score columns and role detection fix
Calibration v6: Silverware Multiplier + International Performance Signal
Launching with the tournament opening on June 11, 2026.
World Cup 2026 tournament hub
National team intelligence
Path difficulty analysis
Tournament projection model
Tactico Scores for 2,500+ players across Europe
Every player across the top 5 European leagues independently scored from 0–100. Role-aware, multi-season weighted, continuously updated.
Scout — your AI football analyst
Ask anything about any player, club, or match. Powered by Claude AI with real Tactico data behind every answer.
Compare any two players or clubs, instantly
Side-by-side across 8 performance dimensions. No opinion — just the data, cleanly presented.
Match forecasts backed by evidence, not guesswork
Win, draw, and loss probabilities derived from xG, form, squad quality, and Tactico Scores. Full methodology visible.
Five leagues, fully covered
Premier League, La Liga, Bundesliga, Serie A, and Ligue 1 — every player scored and every club ranked.
Methodology you can verify
Every score traces back to real match data. The full calculation is documented publicly. Nothing hidden, nothing black-boxed.
World Cup 2026 hub
Group standings, squad intelligence, match projections, and national team Tactico rankings. Live from June 11 — the tournament kickoff.
Watchlist with instant alerts
Follow the players you care about. Get notified when their form shifts or a score changes. Your personal intelligence feed.
Mobile-optimized — add Tactico to your home screen
The full platform optimized for your phone. Add it to your home screen and it works like a native app, no download needed.
Choose how deep Scout goes
Quick lookup or deep research? Control how Scout approaches each question — fast answers when you need speed, thorough analysis when you need depth.
Live match intelligence
Real-time analysis as matches unfold. Tactico Scores and xG updating live, so you understand what's happening as it happens.
Every fixture, fully analyzed
Detailed match pages with xG, lineups, form, head-to-head history, and AI breakdown for every game across all five leagues.
Weekly intelligence digest
A data-driven email covering transfer targets, form movers, and undervalued players — direct to your inbox every week.
Tactico on iOS and Android
Native apps designed for football fans who want intelligence on the go. Built for the App Store and Google Play.
Champions League and Europa League
European club football fully covered. Group stage, knockouts, and final — scored and ranked alongside domestic leagues.
Anomaly detection — find players outperforming their level
Players whose output doesn't match expectations get flagged automatically. Often the first signal before the market moves.
Career trajectory modeling
Not just where a player is today — where the data says they're heading. Development curves, peak projections, and decline signals.
Tactical pattern recognition
How do teams really play? Formation tendencies, pressing triggers, and build-up patterns — mapped from actual match data.
Advanced tools for scouts and analysts
Deeper capabilities for the people who take football analysis seriously. Built for professionals who need more than a score.
Push notifications for your watchlist
Goal alerts, lineup announcements, and form changes for the players and teams you're following — delivered to your phone.
Tactico for clubs and organizations
Enterprise-grade intelligence for professional clubs, media organizations, and analytics platforms doing serious work.
Open API for developers
Build football tools on top of Tactico data. Rate-limited, well-documented, production-ready — designed for serious developers.
Multi-sport expansion
The same probability-first methodology applied to basketball, American football, and baseball — when the football product is mature.
Open methodology — forever
Full transparency is a commitment, not a feature. No black boxes, no hidden signals, no matter how large Tactico grows.
Home screen widgets for instant data
Today's fixtures, live scores, and your watchlist — visible on your home screen without opening the app.
Payments and subscriptions — Free, Pro, Elite tiers
Row-level security — your data is yours, always
Brand rename: Tactico Analytics → Tactico Sports
ML data platform — 17 new data sources integrated
Player similarity engine — pgvector embeddings, Similar Players card
Breakout detector — identifies players on sudden upward trajectories
AI match preview generator — pre-match intelligence briefs
Scout query intent router — Haiku pre-classifier for smarter answers
World Cup national team profiles — sidebar, rival strength, squad tiers
World Cup Ones to Watch — 6 player editorial cards
This roadmap is updated continuously as Tactico ships. Every task you see is tracked, every milestone is real. Dates reflect our targets — sometimes we ship early, sometimes features take longer than expected. We publish both outcomes. Click any task to read what was built.