Observed
0
New trusted signals ready for promotion
TouchLine Africa infrastructure
From source signal
to public truth.
Autonomous engines collect, structure, corroborate, publish, update and retire African football facts. Every public output keeps its source trail; contributor-owned club records remain untouched.
- Matches
- 435
- Teams
- 225
- Players
- 0
- Facts collected
- 0
Live ingestion lifecycle
Every fact has a state.
No approval limbo. Evidence moves automatically, and every correction or replacement remains traceable.
Corroborating
0
Waiting for independent evidence
Published
0
Live across public surfaces
Corrected
0
Updated with an audit trail
Superseded
0
Replaced by canonical records
Quarantined
0
Conflicting claims kept private
Latest collector run
How the evidence arrived.
idle
Fola · Source Scout
Collects fixtures, results, standings and reports from approved official sites and configured data providers.
0 sources
0 records
idle
Bola · Signal Monitor
Monitors configured club and journalist channels for discovery signals that must still pass source verificati…
0 sources
0 records
idle
Kareem · Data Structurer
Reads unstructured text from scraped pages and social posts, then extracts structured records: match results,…
0 sources
0 records
idle
Amara · Verification Lead
Compares records across agents on the same subject (a match, a transfer, a goal-scorer) and automatically qua…
0 sources
0 records
idle
Zainab · Language Editor
Reads Hausa, Yoruba and Igbo sources (Aminiya, Alaroye, Wazobia FM, Igbo Radio Sports) and translates / struc…
0 sources
0 records
Operational engines
What is working now.
Live
Partial
Planned
Collect
live
Official Source Collector
Crawls approved league, federation, club, fixture and table sources with robots and rate-limit enforcement.
Operate
live
Audited Agent Action Runtime
Queues idempotent acquisition, media, model and publication work with retries, artifacts, policy blocks and full audit state.
Collect
partial
Dynamic Source Collector
Playwright action and network policy are implemented; each browser worker deployment must explicitly enable the capability and install Chromium.
Understand
live
Structured Extraction Engine
Turns source pages into validated fixtures, results, tables, match events and attributed news records.
Understand
live
Entity Resolution Engine
Normalises clubs, players, competitions, dates and aliases into stable platform identities.
Verify
live
Corroboration & Conflict Engine
Scores provenance, compares independent claims and holds disputed facts until automatic resolution.
Publish
live
Scores & Match Events Engine
Upserts fixtures, results, standings, goals, cards, substitutions and derived player-season statistics.
Publish
live
Autonomous Newsroom Engine
Composes attributed articles from collected evidence and publishes them under the appropriate named engine byline.
Collect
partial
Verified Social Signal Engine
Registry and demo collection exist; production X, Facebook and YouTube API ingestion is not yet connected.
Distribute
partial
Distribution & Discovery Engine
Creates routed social copy and approval-gated editions; live delivery requires explicit platform endpoint credentials and the live-write gate.
Next into production
Breaking News Lifecycle Engine
Promotes developing stories to breaking, merges updates, removes the label when stale and archives superseded versions.
AI Voices Publisher
Publishes analysis and perspective beside human Voices with explicit AI authorship and source provenance.
Club Showcase Engine
Reads owner-controlled club records to create attributed profiles, milestones and discovery stories without mutating source data.
Freshness & Retirement Engine
Detects stale scores and stories, refreshes changed facts, demotes expired modules and preserves an auditable history.
The quality gate
Only verified facts get through.
An official source — the league's own site — publishes on its own authority. Everything else needs two independent sources that agree. Disagreements go to the conflict queue, and facts without a source are discarded outright.
Published · 24h
0
High confidence — official or 2+ sources agree
Collected · 24h
0
Raw facts drafted by the agents
Corroborating
0
Single non-official source — awaiting automatic corroboration
Open conflicts
0
Sources disagree — nothing publishes until resolved
Recent fact transitions
The audit trail, readable.
The latest evidence movements across collection, corroboration and publication.
| Fact | Source | Confidence | State | Changed |
|---|---|---|---|---|
| No facts have entered the pipeline yet. | ||||
Sources
Where the truth comes from.
| Source | Kind | Language | Status | Last crawled |
|---|---|---|---|---|
| football-data.org | Official or licensed API | en | Active | — |
| OpenLigaDB | Official or licensed API | en | Active | — |
| Football-Data.co.uk | Open or downloadable dataset | en | Active | — |
| StatsBomb Open Data | Open or downloadable dataset | en | Active | — |
| API-Football | Official or licensed API | en | Queued | — |
| Sportmonks | Official or licensed API | en | Queued | — |
| TheSportsDB | Official or licensed API | en | Queued | — |
| Sportradar | Commercial data feed | en | Queued | — |
| Stats Perform / Opta | Commercial data feed | en | Queued | — |
| Wyscout | Commercial data feed | en | Queued | — |
| FBref | Website | en | Queued | — |
| Flashscore | Website | en | Queued | — |
| FotMob | Website | en | Queued | — |
| Soccerway | Website | en | Queued | — |
| SofaScore | Website | en | Queued | — |
| Transfermarkt | Website | en | Queued | — |
| Understat | Website | en | Queued | — |
| WhoScored | Website | en | Queued | — |
Ingestion runs
The machine, on the record.
| Run | Mode | Status | Collected | Published | Corroborating | Started |
|---|---|---|---|---|---|---|
| No runs recorded yet. | ||||||
For partners
Build on African football's data spine.
Media houses, betting operators, fantasy platforms, scouts and researchers — the same verified feed that powers TouchLine Africa is available through our API.
Explore the API