iQSports Weekly Development Update

Player profile groundwork, statistical accuracy, and backend calculation validation close out 2025.

As we close out 2025, this week's development efforts focused on improving statistical accuracy, laying the groundwork for major player-profile enhancements, and validating backend calculation changes that will support future platform growth.

Some of this work is highly visible, while much of it strengthens the data integrity coaches, athletes, and administrators rely on every day.

01
Player profilesIn development

Building the Future of Player Profiles

The Player Profile Revamp is designed to turn player pages into a comprehensive athlete development and recruiting hub. Career statistics and game logs will grow to include film, advanced analytics, situational production, and other performance indicators.

The long-term goal is a profile experience that gives athletes, coaches, recruiters, and fans meaningful insight while making better use of the unique data already collected across iQSports.

  • Enhanced player overview pages
  • Expanded career and situational statistics
  • Down-and-distance and position-specific production
  • Recruiting and player-promotion opportunities
  • Future attendance, academic, and NIL-related data
02
StatisticsResolved

Penalties No Longer Affect Player Statistics Incorrectly

A reported issue showed that certain negated plays were still being included in individual rushing totals. In one example, a penalty incorrectly reduced a player's production even though the play should not have counted.

The correction ensures penalties are processed appropriately, improving season totals, career records, leaderboards, exported reports, and recruiting data.

  • More accurate individual player statistics
  • Improved season and career tracking
  • More reliable leaderboards and reports
  • Greater confidence in exported data
03
CalculationsValidated

Backend Calculation Improvements

Testing continued around a broader calculation-controller refactor. Individual issues discovered during validation are now being separated into focused tickets so they can be isolated, resolved, and reviewed with clearer visibility.

Although most users will never see this work directly, it reduces deployment risk and helps calculation logic remain consistent across statistics, reports, scouting outputs, and player trends.

  • Isolate issues more effectively
  • Reduce deployment risk
  • Improve long-term maintainability
  • Keep calculations consistent across the platform
04
PlatformOngoing

A Continued Focus on Data Integrity

Enhanced player analytics, calculation improvements, and more accurate statistical reporting all support the same objective: give schools data they can confidently use for coaching decisions, athlete development, recruiting, and historical record keeping.

Reliable data is the foundation for self-scouting, opponent scouting, game breakdown, tendency reporting, and every analytical feature powered by live play tracking.

05
Next up2026 roadmap

Looking Ahead to 2026

The work completed at the end of 2025 establishes a stronger foundation for an ambitious 2026 roadmap. Development will continue across player profiles, advanced reporting, platform optimization, core statistical systems, and new tools for managing and showcasing athlete performance.

Thank you to the coaches, administrators, athletes, and partners whose feedback continues to shape the platform.

  • Continue the Player Profile Revamp
  • Expand analytics and reporting
  • Optimize the platform after infrastructure upgrades
  • Refine core statistical systems
  • Create new athlete-performance tools

The iQSports Development Team