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Case Studies

Kinetel football intelligence service

A production oriented example of structured football intel, impact scoring, event threads, and API delivery for professional workflows.

Context

Professional football generates vast quantities of unstructured information every day: transfer rumours spread across social channels, injury updates surface in regional press conferences, and tactical analyses appear in specialist publications. Scouts, analysts, and editorial teams spend hours manually monitoring dozens of sources, cross-referencing conflicting reports, and assembling coherent narratives under time pressure.

The core challenge is not access to data but the extraction of structured, decision-ready intelligence from fragmented and often contradictory sources. Existing workflows rely heavily on manual triage, which limits throughput, introduces inconsistency, and delays time-sensitive decisions. Kinetel was designed to close this gap by automating the ingestion, entity resolution, impact scoring, and delivery of football intelligence at scale.

Delivered capabilities

  • Structured intelligence extraction from unstructured football sources
  • Impact scoring with confidence levels and provenance tracking
  • Event thread construction linking related developments over time
  • Multi-format output: structured cards, JSON payloads, and narrative threads
  • API delivery with webhook notifications for real-time workflows
  • Multilingual support for English and Chinese language markets

Output examples

Intelligence is delivered in multiple formats to suit different consumption patterns and integration requirements.

Transfer2 min ago
Marcus Lindberg to AC Verona
Loan move with option to buy under discussion
Impact score78
ConfidenceMedium
Sources3 corroborating
Entities
M. LindbergAC Verona
Thread4 events linked

Trust and compliance

Kinetel processes publicly available information only and maintains full provenance tracking for every intelligence output. All data handling follows GDPR-compliant practices with encryption at rest and in transit. Confidence scores are calibrated against editorial ground-truth datasets and re-evaluated on a rolling basis.

Source attribution

Every output traces back to its original public source with timestamped provenance and confidence calibration metadata.

Data protection

GDPR-compliant processing with encrypted storage, role-based access controls, and full audit logging.

Target metrics

60%

Faster intelligence extraction

85%

Reduction in manual verification time

200+

Sources monitored concurrently

<2s

Average delivery latency

Intelligence pipeline performance

Integration notes

Kinetel exposes a RESTful API with webhook support for push-based delivery. Authentication uses API keys scoped per environment. Responses are available in JSON with optional structured card payloads. Rate limits default to 1,000 requests per minute with burst allowance.

terminal
# Fetch latest intelligence events
curl -X GET https://api.cognomedia.com/v1/kinetel/events \
  -H "Authorization: Bearer kte_live_abc123" \
  -H "Content-Type: application/json" \
  -d '{"limit": 20, "min_impact": 50}'

# Register a webhook endpoint
curl -X POST https://api.cognomedia.com/v1/webhooks \
  -H "Authorization: Bearer kte_live_abc123" \
  -d '{
    "url": "https://your-app.com/webhooks/kinetel",
    "events": ["event.created", "thread.updated"],
    "secret": "whsec_your_signing_secret"
  }'

Ready to build with CognoMedia

Share your workflow and constraints, we will propose a practical path from pilot to production.