Analytics Services
This page outlines our core hockey analytics services for clubs, federations and agencies. We cover end-to-end support from data pipelines and xG models to scouting tools, game-planning and organizational dashboards. It is designed for decision-makers who want to understand which pieces they can outsource to an external analytics partner and what impact to expect.
This page answers questions like:
- “Which parts of hockey analytics can we realistically outsource to a consultant?”
- “What services exist beyond basic stats reports or one-off models?”
- “How do these services plug into our existing scouting, coaching and front-office workflows?”
Team & Player Analytics
Transform fragmented data into unified player and team performance insights that drive smarter roster decisions.
For: General Managers, Analysts, Coaching Staff
Recruitment & Scouting Analytics
Build confidence in draft decisions with standardized projection models and comparable analysis.
For: Scouting Directors, Amateur Scouts, Player Personnel
Strategy & Matchup Analysis
Convert opponent patterns into tactical playbooks that create in-game competitive advantages.
For: Coaches, Video Coordinators, Analytics Staff
Player Development Analytics
Track individual skill progression with role-specific dashboards that identify intervention opportunities.
For: Development Coaches, AHL Staff, Skills Coaches
Organizational Benchmarking
Measure your organization's development velocity and decision quality against league-wide benchmarks.
For: Executives, Directors of Hockey Ops, Ownership Groups
Dashboard Building & Custom Reporting
Centralize insights in interactive dashboards designed for rapid decision-making and storytelling.
For: Front Office, Coaching Staff, Player Agents
Recent mini-cases
Draft prep, late-round edges
Combined tracking data with league equivalency adjustments to surface undervalued speed/transition profiles; delivered pick boards and scenario sims used live at the draft table.
Pro scouting, deadline readiness
Built role-specific similarity search and injury-adjusted projections to stress test trade targets; packaged clips plus expected role fit for coaching sign-off.
Bench decisions, special teams
Optimized entry patterns and bumper usage through live-tagged events; deployed bench cards with opponent tendencies updated morning-of.
FAQ
How fast can we launch a model into staff workflows?
Simple xG or matchup models deploy in 2-3 weeks; integrated player usage and opponent prep models take 4-6 weeks including data validation and staff onboarding.
Do you work with leagues beyond the NHL?
Yes. We support pro, junior, NCAA, and European clubs. We adapt pipelines to league feeds, Arena data, and video tagging outputs.
Can we use our existing BI stack?
We integrate with your stack (e.g., Tableau, Power BI, Looker) or deliver lightweight dashboards and API endpoints that plug into internal tools.
How do you ensure coach adoption?
We co-design outputs with coaching staff, produce low-friction decision aids (bench cards, clip packages), and track usage to refine delivery.
Powered by The Hockey Analytics
Every engagement is backed by a proprietary NHL dataset collected and structured over the past year through The Hockey Analytics platform. This gives us faster time-to-insight and more reliable models than starting from scratch with public data sources — your project benefits from infrastructure that already works in production.
1y+
of structured NHL data collected
Live
standings and game data updated daily
Custom
pipelines built for your specific questions
Engagement models
Discovery Call
30-minute conversation to map out your analytics challenge and whether we're the right fit. No commitment, no pitch deck.
Free
Project
Scoped deliverable — a model, dashboard, or data pipeline. Typically 3–8 weeks. Includes discovery, build, validation, and handoff.
From €5 000
Retainer
Ongoing analytics partner for clubs or agencies that need consistent support across scouting, game prep, and development cycles.
From €3 000/month