SPARBAR IQ Evidence

SPARBAR IQ is being built around measurable connected training. This page is reserved for verified proof: real sessions, validated metrics, customer usage and case studies. It will not publish invented numbers.

End-to-end system demonstration

The acquisition-grade demonstration should show an athlete signing in, sensors connecting, camera tracking beginning, HRV connecting, live data updating during training, the round ending, metrics being generated, AI-supported coaching insight appearing and Fighter Dashboard progress updating.

Usage metrics to verify

• Active connected athletes
• Paid members
• Hardware-to-membership conversion
• Sessions completed
• Punch events analysed
• Average sessions per athlete
• 30-, 60- and 90-day retention
• Monthly recurring revenue
• Gym pilots and paying gym locations

Metric validation

RIX, SES, GI, NMI and FI should be documented publicly with plain-language definitions, athlete interpretation, coach interpretation, improvement actions, limitations and validation method without exposing proprietary formulae.

Case studies required

• Elite fighter: high-performance use and credibility
• Developing athlete: measured improvement over several weeks
• Coach: how insight changes planning and feedback
• Gym: class utilisation, engagement, retention and commercial value

Verified media, permission to publish and measured before/after context should be added before any case study is promoted as proof.