See What the Market Misses
Know which players are worth acquiring before the rest of the NBA does. Teamworks Player Personnel gives NBA front offices objective player intelligence built on EPV, ready today, without the years of infrastructure investment.
Built for the Moments That Matter
Every NBA front office is investing more in data, staff, and technology than ever before. The question isn't whether to use analytics. It’s whether the analytics you have are actually answering the questions that matter.
With Teamworks Player Personnel, teams have an immediately accessible, proven, data-driven way to understand what a player is good at, his upside, and whether he fits on their team. We provide a vehicle for teams to meaningfully incorporate cutting-edge analytics into their roster decision-making at a fraction of the cost of building it in-house.
The Team Behind the Platform
NBA front offices partner with Teamworks because we combine world-class basketball intelligence with one of the most experienced and respected technical teams in sports:
70+
Technical Staff
25+
PHDS
12+
TEAM-SIDE R&D HEADS
30+
FRONT OFFICE STINTS
Why NBA Teams Choose Teamworks Player Personnel
Know Early, Before the Market Catches Up
Teamworks Player Personnel is built on Expected Possession Value (EPV) - a framework that separates process from outcome and stabilizes faster than APM or PPP-based metrics. You see a player's true impact earlier, so you can act before the market catches up.
Know Why, Not Just Who
Even the best impact metrics don’t tell you what a player is actually doing to create that impact. But EPV does.
Teamworks breaks down player value into skill-level components incorporating difficult-to-measure traits and actions such as decision-making, off-ball movement, and defensive positioning. This allows for assessment of potential fit in specific roles so your staff can have richer conversations about what a player does, why he does it, and whether it will translate.
This is the difference between a stat that confirms what you already believe and an insight that changes the evaluation.
Evaluate Fit, Not Just Talent
Anticipating how a player is likely to perform in a new role or within a new system has long been a challenge - one that current metrics are unable to address.
But by measuring performance at the skill and role levels, Player Personnel lets your front office evaluate players not just on overall ability, but on fit for the specific role you need to fill, against your existing roster, coaching system, and strategic direction.
A Deeper Layer of Intelligence: 3D Pose Data
Most player tracking data tells you where players are. Pose data tells you what they're doing with their bodies.
Without pose data, a shot at the rim might appear lightly contested with an estimated 79% shot probability. Incorporating pose data shows what 2D tracking might miss. The attempt being released on the player's way down, leaning away from the basket, with the contesting hand several inches above the release point creates a more accurate estimate of 31%.
Teamworks Player Personnel integrates pose data across every game, measuring contest quality, shot dynamics, and player orientations to improve precision.
Built to Integrate, Not Replace
Teamworks Player Personnel is designed to work alongside your existing analytics infrastructure - not replace it. Our data outputs and models are available via API, letting your R&D team pull frame-level EPV, skill-grade components, and pose-derived metrics directly into internal systems, custom tools, and proprietary workflows.
Years of infrastructure sits behind every output. Validated frame-level models, 3D pose data integration, and the compute pipeline to run it all at scale.
Support Every Roster Decision, Year-Round
1
NBA draft
Find talent before the market does. Evaluate prospects with objective, skill-level Player Traits trained on college and NBA tracking data.
2
Trades & Free Agency
Pay for sustainable processes, not inflated outcomes. EPV-based evaluations adjust for role, sample size, and context so you're not overpaying.
3
Self-Scouting & Roster Construction
Evaluate your own roster with the same rigor you apply to acquisitions. Identify development trends, find players ready for expanded roles, and allocate resources with confidence.
Features NBA Front Offices Rely On
API Access & System Integration
Pull frame-level, event-level, and season-level EPV-derived metrics directly into your internal systems
Integrate Teamworks data outputs into proprietary models, custom tools, and existing workflows
Build on top of our foundation without rebuilding it
EPV-Powered Intelligence Metrics
Frame-level and event-level metrics built on tracking and pose data
NBA + NCAA data models — same framework, apples-to-apples evaluation
Context-aware, role-specific grading across offense and defense
Process-based metrics that stabilize faster than APM
Leaderboards
Rank every NBA player by overall EPV or by individual skill category — shooting, passing, on-ball, off-ball, defense
Filter by position, season, and skill area to surface players who fit the specific role you need to fill
Evaluate role and scheme fit
Player Pages
Full skill-level breakdown for every player — overall EPV, APM comparison, and individual skill components in one view
Toggle between Overall, Shooting, Passing, Defense categories
Season-over-season trend data to track development
Export reports easily