The challenge
Analysts manually compile pre-match packs; data arrives late from disparate vendors and formats.
Fan products need fresh probabilities and narratives without exposing proprietary training methods.
Analytics AI
Sports Prediction & Performance Analytics Platform
Forecasts, player insights, and fan engagement from unified match and tracking data.
A sports intelligence product we develop for leagues, teams, media, and fantasy platforms—ingesting fixtures, player tracking, and historical results to produce win probabilities, performance projections, and storyline briefs for broadcasts and apps. Operators tune models per competition with drift monitoring and analyst overrides.
We build and develop products like this end-to-end—from discovery and architecture through production rollout and ongoing optimization.
Platforms
- Web App
- iOS
- Android
- API
- Cloud SaaS
Our solution
Feature stores normalize tracking, odds, and weather; ensemble models publish calibrated forecasts with confidence bands.
APIs and dashboards feed broadcast graphics, fantasy tools, and editorial copilots with analyst-in-the-loop edits.
Key features
Core capabilities we engineer into this product—each designed for production use with configuration, observability, and integration hooks your team can operate after launch.
- 01
Pre-match probability engine
Win/draw/loss and spread distributions with lineup-aware updates.
- Engineered for your teams as part of Sports Prediction & Performance Analytics Platform, with configuration and policy controls your operators can manage.
- Configurable workflows, approval gates, and policy rules adapt to how your team operates day to day.
- Production observability covers usage metrics, error tracking, and quality sampling after launch.
- 02
Player form indices
Rolling performance, load, and injury-risk signals.
- Engineered for your teams as part of Sports Prediction & Performance Analytics Platform, with configuration and policy controls your operators can manage.
- APIs, webhooks, and standard connectors integrate this capability with CRM, ERP, and internal portals.
- Supports phased rollout—from pilot cohorts and shadow mode through full production traffic.
- 03
Broadcast storyline assistant
Draft talking points and graphics captions from live data.
- Engineered for your teams as part of Sports Prediction & Performance Analytics Platform, with configuration and policy controls your operators can manage.
- Role-based access, audit logs, and admin controls keep operators and compliance teams aligned.
- Designed for long-running operations with versioning, rollback, and change review built in.
- 04
Fantasy & betting APIs
Rate-limited endpoints with compliance-friendly outputs.
- Engineered for your teams as part of Sports Prediction & Performance Analytics Platform, with configuration and policy controls your operators can manage.
- Templates and presets accelerate setup while still allowing fine-tuning for your domain.
- Exportable reports and dashboards help stakeholders track adoption, ROI, and model quality.
- 05
Competition-specific tuning
Per-league model cards, retraining schedules, and drift alerts.
- Engineered for your teams as part of Sports Prediction & Performance Analytics Platform, with configuration and policy controls your operators can manage.
- Human-in-the-loop checkpoints ensure sensitive decisions stay under expert review when needed.
- Extensible architecture lets you add data sources, channels, and automations as programs mature.
Platforms
- Web App
- iOS
- Android
- API
- Cloud SaaS
Tech stack
- Python
- Spark
- dbt
- React
- Kafka
- TimescaleDB
AI technologies
- Match outcome forecasting
- Player performance models
- Computer vision on tracking
- NLG for storyline briefs
- Real-time feature pipelines