Sports Architecture & Technical Specs
AI injury risk scoring, holographic playcalls, HMAC-signed ticket gates, yield management, and 10 more services.
Service Breakdown & Metrics
AI Insights Engine
— Injury risk scoring, holographic playcalls (WebXR), performance prediction, scouting summaries, tactical summaries, overtraining alerts
Statistics
— Team/player statistics, historical comparisons, performance rankings
Standings
— Points-based ranking, win/loss/draw calculations, automatic updates
Gate Management
— HMAC-SHA256 ticket issuance, gate scan validation, Smart Gate automation, DOOH personalization
Performance Tracking
— Training session recording, load scores, wellness tracking, overtraining flags
Facility Scheduling
— Facility bookings, time slots, capacity management, recurring events
Live Scoring
— Real-time scores, event status, stat accumulation
League Management
— League structures, season configuration
Background Job Processing
— Bulk imports, scheduled communications, async analytics
Broadcast Distribution
— Score distribution, graphics overlay, social media
Telemetry
— Real-time performance, heart rate, GPS, wearables
Trade Management
— Player transactions, trade proposals, roster updates
Yield Management
— AI-driven ticket pricing (0.5–2.5× multiplier)
Fan Loyalty
— Fan engagement, points/rewards, tiers
1. AI Insights Engine
| Condition | Target | Notes |
|---|---|---|
| Bridge GPU ≥ 16GB VRAM | Edge rendering | Lower latency, ideal for live sideline use |
| Otherwise | Cloud rendering | Cloud rendering fallback |
| Type | Description | |
| ------ | ------------- | |
| injury-risk | Risk score from metrics + history | |
| performance-prediction | Upcoming event performance forecast | |
| scouting-summary | AI-generated opponent report | |
| tactical-summary | Season-based team strategy analysis | |
| team-insight | Collective team performance insight | |
| overtraining-alert | Load score threshold exceeded | |
| spatial-playcall | 3D holographic play visualization |
2. Gate Management
| Code | Meaning | Action |
|---|---|---|
| admitted | Valid ticket | Unlock gate |
| denied | Invalid signature or unknown ticket | Refuse entry |
| duplicate | Ticket already scanned | Refuse entry |
| void | Ticket voided | Refuse entry |
| wrong-event | Ticket scanned at the wrong event | Refuse entry |
3. Performance Tracking
Aeion Sports records training sessions and computes load scores with trend analysis.
Session Recording:
Each session records RPE (rate of perceived exertion), duration, heart rate, sprint count, and wellness score, and Aeion Sports computes a load score for it automatically.
Load Score Formula:
`
LoadScore = RPE × Duration (minutes)
`
- RPE: Rate of Perceived Exertion (1-10)
- Duration: Session length in minutes
- Example: RPE 8 × 60 min = 480 load score
Week-Over-Week Trend:
Aeion Sports groups sessions by ISO week and tracks, per week: average load score, average wellness score, average RPE, and session count — sorted chronologically so trends are easy to read at a glance.
Overtraining Risk Flagging:
When average load score exceeds a safe threshold across consecutive weeks, Aeion Sports automatically flags the athlete for coach review.
4. Yield Management
| Range | Label | Example |
|---|---|---|
| 0.5–0.7 | Low demand | Bottom-tier matchup, off-season |
| 0.8–1.0 | Normal | Typical regular season |
| 1.1–1.5 | Elevated | Playoff implications |
| 1.6–2.0 | High | Rivalry games, top teams |
| 2.1–2.5 | Premium | Championship, sold-out |
5. Supporting Capabilities
Standings:
- Points-based ranking system
- Win = 3 points, Draw = 1 point, Loss = 0 points
- Automatic position update on game completion
- Head-to-head tiebreaker logic
- League standings by season
League Management:
- League structure management
- Season configuration (start/end dates, format)
- Division and conference setup
- Schedule generation
Live Scoring:
- Real-time score updates
- Event status: scheduled → in_progress → final
- Stat accumulation per player/team
- Score comparison for broadcast
Facility Scheduling:
- Facility booking time slots
- Availability checking
- Participant registration
- Capacity limits
- Recurring event support
- Waitlist when full
Broadcast Distribution:
- Score distribution to broadcast partners
- Graphics overlay data (scores, stats, graphics)
- Social media posting automation
- Audience engagement tracking
Statistics:
- Team and player statistics aggregation
- Historical comparisons
- Performance rankings
- Export to CSV/JSON
- Custom stat calculation
Telemetry:
- Real-time performance data capture
- Heart rate streaming
- GPS location tracking
- Session telemetry
- Wearable device integration
Trade Management:
- Player transaction management
- Trade proposals and acceptance workflow
- Contract implications calculation
- Roster updates on trade completion
Fan Loyalty:
- Fan engagement point system
- Points earning (attendance, purchases, engagement)
- Rewards catalog redemption
- Tier levels (bronze/silver/gold/platinum)
- Engagement tracking