Advanced Hockey Analytics: Beyond Basic Statistics
Explore advanced hockey analytics metrics that go beyond traditional stats — xG models, RAPM, player tracking, and machine learning approaches used by elite clubs.
Methodology & Insights
How We Work
Our approach, methodology, and processes for delivering effective hockey analytics solutions.
Latest Insights
Each article on this page is written to help front offices, coaches and analysts move from abstract analytics concepts to concrete hockey decisions. We focus on real workflows: how to structure data, which models to trust, and how to integrate numbers into scouting, tactics and roster construction.
Use these pieces as playbooks rather than theory. Most posts include practical examples, internal link paths to specific services, and suggested next steps you can adapt to your own environment—whether you are building a new analytics function or extending an existing one.
Hockey Analytics Consulting Playbook for Clubs & GMs
End-to-end playbook for hockey clubs and GMs on how to design analytics consulting engagements: questions to ask, workflows to set up and checklists to use.
Hockey Analytics Consulting FAQ for Clubs & GMs
Frequently asked questions about hockey analytics consulting for clubs and GMs: when to start, how engagements work, data requirements and realistic impact.
What GMs Should Expect From an Analytics Consultant
A practical guide for hockey GMs on what to expect from an analytics consultant: questions to ask, deliverables to demand and red flags to avoid.
How to Start a Hockey Analytics Function in Your Club
Practical guide for hockey clubs on how to start an analytics function: technology, staff roles, workflows and the impact you can expect on decisions.
How Remote Consulting Works
How we deliver elite-level hockey analytics consulting remotely. Time zones don't matter—expert insights delivered when you need them.
Our Modern Analytics Toolkit
The exact technology stack for hockey analytics: Python, cloud infrastructure, BI tools, AI models. Build enterprise analytics affordably.
Our End-to-End Analytics Workflow
Step-by-step hockey analytics process: discovery, data pipelines, model development, integration, and ongoing optimization. See how elite teams scale analytics.
The Complete Guide to Hockey Analytics: From Data to Decisions
Complete playbook for hockey analytics: from xG & RAPM to scouting models & draft strategies. Learn the methods elite teams use to win.