from gut feeling to model-driven roster decisions.
Organizations interested in joining the Early Access program and helping shape the future of basketball roster construction are invited to reach out using the form below.
WHAT IS HOOPWISE?
it is a machine-learning powered platform focusing on roster construction and player predicted impact assessment.
We model archetypes, role projections, and team-player fit to reduce uncertainty in roster moves. Using multi-season, multi-league data and machine learning, we identify the best targets under budget and roster constraints.
WHO IS IT FOR?
HOOPWISE IS BUILT FOR BASKETBALL ORGANIZATION DECISION MAKERS, DESIGNED FOR PROFESSIONAL TEAMS.
We work with front offices, scouting, coaching, and analytics staff who need a shared, model-driven view of player roles, fit, and roster priorities.
customer challenges
The hard part isn’t finding talent. It’s finding fit.
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A good player in the wrong role becomes a bad acquisition. Box score stats don’t translate cleanly across roles, systems, and leagues.
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Style mismatch breaks lineups even when individual talent is high. Team identity is hard to quantify, so fit becomes narrative-driven.
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Great teams balance archetypes, roles, and redundancy. HoopWise flags gaps, overlaps, and cannibalization risk (usage and role collisions) before you spend a season discovering it.
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Cross-league translation creates blind spots in scouting. The cost of a miss is months of lost lineup coherence.
our products and services
HOOPWISE FIT
One target. One dilemma. One decision.
Considering a specific player and unsure about fit? HoopWise Fit delivers a decision-ready evaluation of role, usage fit, lineup impact, and key risks, grounded in your team identity and playstyle.
Typical duration: 4-9 days
HOOPWISE LAB
Offseason roster construction, end-to-end.
A roster strategy and identity deep-dive for professional clubs. We align playstyle direction with coaching preferences and constraints, then deliver decision-ready target shortlists with fit scoring and role projections.
Typical duration: 2-6 weeks
hOOPWISE APP
The internal roster modeling workspace
Your very own modelling platform, team-specific, for modern roster construction. GM, scouting, and coaching staff can model their team, set identity and needs, and generate candidate shortlists in minutes.
Yours to use.
01.
multi-dimentional Team Identity Engine and fit
Your team has more to give. And this is where we start.
HoopWise models how your current roster could reach new levels of efficiency by using its current resources more optimally. To do that we engineer a multi-dimensional team identity, which becomes the baseline for recruitment and roster optimization, producing the clear signals we need to help you chase the right upgrades, not just the biggest names.
WHAT MAKES US DIFFERENT
02.
Roles, not positions. Lineups, not résumés.
Roster construction as a portfolio of roles, optimized for impact.
We map players into player archetypes and evaluate additions through lineup continuity and role similarity. That lets us diagnose roster gaps and redundancies, then prioritize targets that improve the team’s on-court structure, with the goal of maximizing net rating outcomes, not winning the offseason headlines.
03.
Usage cannibalization modeling
Basketball isn’t additive. Fit can break possessions.
A high-usage addition changes everyone else’s touches, shot quality, and responsibilities. HoopWise models usage-performance tradeoffs and flags cannibalization risk early, so you don’t “solve” one need by quietly creating three new problems in the rotation.
04.
Evidence, not vibes
Make decisions you can justify before and after the move.
Multi-season analysis, historical backtests, and explainable machine learning modelling outputs are designed to support decision-making and internal alignment, not just produce charts.
Frequently Asked Questions
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HoopWise covers all leagues that contain deep level play-by-play data, such as the Euroleague, EuroCup, and Basketball Champions League, top domestic European leagues, as well as the NBA and NCAA.
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Different. HoopWise is not a video platform or a stat aggregator. It's an evaluation engine — it takes your team's specific identity, playstyle, and tactical context and measures every candidate against that baseline. The output is not "this player is good." It's "this player fits your system, here's why, and here's what changes in your room if you sign them."
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Most tools rank players by raw performance. Fit Score ranks players by how well their career evidence — weighted by how similar their past environments were to your system — aligns with your team's specific playstyle and playtype needs. A player who excels in a slow, half-court system scores differently for a transition-heavy team than for a control-oriented one. The same player, different context, different score.
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The platform runs evaluations in real time once your team context is set. For HoopWise Scout — a full expert evaluation of a specific target — turnaround is typically 48 hours. For HoopWise Embed, an analyst is available throughout the transfer window on an agreed schedule.
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The platform delivers scored shortlists, individual Player Cards with full breakdowns, and contextual reasoning bullets for every score. Expert engagements additionally deliver a written memo: fit rationale, risk flags, tradeoffs, and a prioritised recommendation. Everything is traceable — every score links back to specific lineups, playtypes, and career evidence.
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Yes. You can run any player in the database through your team's context directly on the platform. If you want an expert interpretation on top of the platform output — what the signals mean, what the risk flags actually imply, whether the fit holds under scrutiny — that's what HoopWise Scout is for.
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Yes. We offer a scoped pilot — typically one role evaluation or one roster diagnostic — so you can assess the output quality and relevance before a full engagement. Get in touch to scope it.
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Yes. We offer a live walkthrough using your team's actual data so you see real outputs in your specific context, not a generic demo. Request a demo and we'll set it up.