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Developing personalize our customer journeys to increase satisfaction & loyalty of our expansion recognized by industry leaders.

Contact Info
Phone +91 40 315 514 01
Email vistalogicai@gmail.com
Location Plot 237, Arsha Apts, Ground Floor, Kalyan Nagar, Phase-1, Beside ICICI Bank, Hyderabad - 500 038
Contact Info
Phone +91 40 315 514 01
Email vistalogicai@gmail.com
Location Plot 237, Arsha Apts, Ground Floor, Kalyan Nagar, Phase-1, Beside ICICI Bank, Hyderabad - 500 038
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Wearables Fitness Intelligence

Overview

A unified athlete profiling platform that combines publicly available performance statistics from sports databases, forums, and league portals with real-time physiological data from wearable devices — building a living, multi-dimensional profile of any athlete, from weekend warriors to professional players.


The Problem It Solves

Sports performance data today exists in two completely disconnected silos. On one side: box scores, match stats, leaderboards, and forum discussions scattered across ESPN, Cricbuzz, WhoScored, Reddit, and dozens of league-specific portals. On the other: raw biometric streams from Garmin, Fitbit, Apple Watch, Whoop, and Polar sitting in proprietary health apps with no sports context layered on top. Neither side talks to the other. Coaches make decisions based on incomplete pictures. Athletes don’t know whether poor performance is tactical, physical, or recovery-related. Scouts rely on surface-level numbers with no physiological context.


Wearable Fitness Intelligence

With athlete consent, the platform connects to wearable APIs (Garmin Connect, Apple HealthKit, Whoop API, Polar Flow, Fitbit Web API) and ingests:

  • Cardiovascular: Resting HR, HRV, VO₂ max, zone distribution during sessions
  • Recovery: Sleep score, sleep stages, readiness score (Whoop/Garmin Body Battery)
  • Load tracking: Daily strain, training load, acute:chronic workload ratio (ACWR)
  • Resilience signals: SpO₂, stress score, respiratory rate trends
  • Musculoskeletal proxies: Step asymmetry, cadence variance, ground contact time

These streams are processed into a Fitness Readiness Index (FRI) — a single composite score updated daily — alongside longitudinal trends that reveal how the athlete’s body responds to competitive load over weeks and months.


Public Stats Aggregation

The platform continuously crawls and ingests structured and unstructured data from public sources:

  • League databases: ESPN, Cricbuzz, Sofascore, WhoScored, Basketball-Reference, Statsbomb
  • Community forums: Reddit (r/soccer, r/cricket, r/nba), Twitter/X, sports blogs
  • Video platforms: YouTube highlights for qualitative context
  • Official federation portals: FIFA, BCCI, ATP, BWF, etc.