SquadX Research 2026
AI Has Entered Handball
What youth coaches and clubs need to understand now. From tracking and analytics to the AI assistant coach.
Visual flagship report · free
The thesis
The first wave made the game more visible. The next must make that visibility usable.
Executive summary
FIVE FINDINGS IN FIVE MINUTES.
AI is already operational
Automated video, tracking, monitoring and analysis are real, especially at professional and institutional level.
The first wave sits around the coach
Technology captures and measures the game. The coach still translates signals into the next action.
Generic AI is not a coaching system
A fluent session plan may still ignore match proximity, squad constraints, methodology and history.
The next category is persistent assistance
Value shifts from one-time generation to context, continuity, explanation and bounded action.
The advantage is learning, not access
Clubs that structure methodology and data now will use future AI better than those that simply buy it later.
The spine of the report
THE TWO WAVES:
VISIBLE VERSUS USABLE.
First wave · around the coach
- 1Capture — automated cameras
- 2Measure — sensors and tracking
- 3Analyse — dashboards and models
- 4Report — video, statistics, alerts
Next wave · with the coach
- 1Interpret — connect the relevant signals
- 2Recommend — present practical options
- 3Adapt — protect what should stay fixed
- 4Act — prepare bounded actions for approval
The missing layer is translation: data to meaning to options to a coaching action.
What's inside
NOTHING PADDED,
NOTHING WASTED.
- 01The shift: how AI actually entered handball
- 02Five findings in five minutes
- 03The two waves: visible versus usable
- 04Where AI is already used: a handball AI maturity map
- 05Reality versus hype: five things called "AI"
- 06The missing coaching layer
- 07Why youth handball matters most
- 08From generator to grounded assistant
- 09The SquadX grounded AI stack
- 10Coach Lucas in the workflow
- 11What to do now: for coaches and for clubs
- 12A club AI-readiness checklist
- 13Method and sources
Built on a proven method
Read his story →SquadX is built on the methodology of Gintaras Savukynas, co-founder of SquadX and head coach of Bergsøy IL in Norway's Eliteserien. An EHF Master Coach with over twenty years on the bench, he has led the Lithuania national team, and won three consecutive Ukrainian titles and reached the EHF Champions League Top 12 with HC Motor Zaporizhzhia.
The report
Read the full report
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