The HFA Show 2026 SESSIONS

The HFA Show 2026 Session

The HFA Show 2026 offers a full schedule of educational sessions and panels from top thought leaders in the global industry. Here’s a preview of one of the highly anticipated presentations.

How to Use Biometrics to Create Effective Programming

Wearables, blood panels, and other metrics are transforming fitness by turning personal data into true personalization.


BY JON FELD

A wearable’s readiness score or a blood panel’s biomarker is a collection of numbers that tell a story. That story answers a deeply personal question: What’s the best training and nutrition program for that person?

This is personalization on a precise, granular level. And it’s reshaping the fitness industry.

Today, operators are moving beyond generic programs and goal-based templates toward biology-driven coaching. The shift is accelerating, fueled by rapid advances in wearable technology, AI, and access to lab testing once reserved for clinical environments.

From blood panels to biometrics, the race to decode—and responsibly use—the body’s data is redefining what it means to operate a fitness business.

From Customized Workouts to Calibrated Physiology

Personalization once meant adjusting sets and reps based on a member’s goal. Today, that definition is outdated.

“When I talk about personalization in 2026, I’m not talking about outdated thinking like a customized workout template,” says Jeff Zweifel, a longtime industry expert on longevity and wellness and a strategic advisor to the HFA Digital Health Council. “Real personalization is matching the dose of stress, recovery, nutrition, and training to the individual’s biology, behavior, readiness, and lifestyle.”

In other words, the industry has shifted from asking, “What did you do?” to “How is your body responding to what you did?”

Wearables now track heart-rate variability (HRV), resting heart rate, sleep patterns, glucose trends, recovery variability, and more. These insights allow operators to calibrate training loads in real time.

“Personalization is not about getting more data,” Zweifel emphasizes. “It means delivering fewer, clearer decisions that prevent injury, increase adherence, and improve outcomes.”

Consider two members with identical fat-loss goals, he says. One shows declining HRV and poor sleep. The other demonstrates stable recovery metrics. The first may need Zone 2 conditioning, protein redistribution, and an emphasis on recovery. The second may benefit from higher intensity and volume. Same goal—different biology. That’s granular personalization that truly works.

Mohammed Iqbal, chief strategy officer of ABC Fitness, sees this shift reflected in how operators think about technology infrastructure.

“Dashboards are transitioning to decision support,” Iqbal says. “Operators don’t need more charts. They need systems that help coaches make better calls, faster.”

Zweifel

Iqbal


“In five years, the best operators won’t feel like they're running gyms. They’ll feel like they're running personalized performance and longevity platforms.” • Jeff Zweifel

Where Fitness Ends and Medicine Begins

Blood panels and advanced biomarkers promise deeper insight into inflammation, hormones, glucose control, and micronutrient status. But where is the line between fitness guidance and medical practice?

“It’s not whether you use blood work,” Zweifel explains. “The line is whether you diagnose, treat, or make medical claims.”

Using lab data to guide lifestyle behaviors—training load, hydration, stress management—falls within fitness guidance. Diagnosing disease or adjusting medications does not.

“The cleanest operational model is integrated delivery,” Zweifel says. “Licensed clinicians interpret labs, and coaches translate insights into behavior change. That’s where safety, impact, and scale meet.”

This distinction is increasingly important as regulatory scrutiny tightens. The US Food and Drug Administration differentiates between general wellness guidance and diagnostic claims. As wearables expand into blood pressure and glucose analysis, the risk of crossing into regulated territory increases.

Iqbal emphasizes that platforms must build safeguards that protect operators as they innovate.

“Technology should make it easier to stay in scope,” he says. “Clear workflows, documentation, escalation protocols—those are competitive advantages now, not administrative burdens.”

The ‘War for Your Blood’

The phrase may sound dramatic, but the competitive stakes are significant.

“The stakes aren’t just data,” Zweifel says. “They’re control of the entire health journey.”

If a company owns the biometric “home screen” of someone’s life, it gains interpretation, platform, and monetization power. The cost of switching rises as health histories accumulate.

“If you don’t own the relationship and coaching layer,” Zweifel warns, “you become an access point while someone else owns the member’s health narrative.”

Ecosystem lock-in—from companies like Apple, Garmin, Oura, and Whoop—can accelerate adoption but limit flexibility. Operators may find themselves dependent on proprietary readiness scores they cannot fully explain.

“My stance is device-agnostic and data-flexible,” Zweifel says. “Program logic should rely on universal physiological signals—resting heart-rate trends, HRV direction, sleep consistency, etc.—not proprietary scores. If your personalization depends on one company’s algorithm, you’re renting your business model.”

Iqbal adds that integration strategy matters more than ever. “The operators who win will build around physiology, not platforms,” he says. “Technology should plug in, not dictate your model.”

Doing Personalization Right: A Biometric Integration Checklist

Biometric data can be overwhelming if presented all at once. Members and clients need to understand what the feedback is telling them.

This checklist breaks personalization into three practical tiers, showing operators how to deliver actionable insights to members without drowning them in dashboards. Think of it as a roadmap from simple tracking to full clinical integration, helping members make better decisions while building trust.

Tier 1: Frictionless Basics

  • Steps
  • Sleep duration
  • Weekly training minutes
  • One readiness cue

Tier 2: Guided Insights

  • Heart-rate variability (HRV) trends
  • Resting heart rate
  • Recovery score
  • One monthly behavior adjustment

Tier 3: Clinical Integration

  • Labs and hormone panels
  • Glucose monitoring
  • Inflammatory markers
  • Licensed clinician oversight

The 14-Day Rule Deliver a meaningful win within two weeks—or risk data fatigue.


“Operators don’t need more charts. They need systems that help coaches make better calls, faster.” • Mohammed Iqbal

The Real Currency Is Trust

As biometric data expands, privacy and security challenges grow alongside it.

“My stance is simple: The data belongs to the consumer,” Zweifel asserts.

Many gyms and wearable platforms are not covered by HIPAA (the Health Insurance Portability and Accountability Act of 1996). However, the Federal Trade Commission’s Health Breach Notification Rule and state-level consumer health data laws are rapidly evolving.

“You must operate above the legal minimum if you want trust,” Zweifel says. “Treat biometric data like someone’s banking information and family photos combined. It’s that personal.”

Iqbal underscores that trust cannot be an afterthought.

“Privacy by design, role-based access, and vendor diligence aren’t optional,” he says. “If members don’t trust you with their data, personalization stops being a value-add and starts feeling intrusive.”

Operators should prioritize:

• Clear data-mapping;

• Vendor security reviews;

• Role-based staff access; and

• Ongoing team training.

Turning Feedback Into Behavior Change

One of the most transformative aspects of biometrics is how they shift recovery and nutrition from theory to feedback.

“For the first time, members can see how their body responds in real life versus theory,” Zweifel says.

Members can now observe:

• Glucose response to different meals;

• Alcohol’s impact on sleep and HRV;

• Late-night eating effects on next-day readiness; and

• Under-recovery before injury occurs.

“We used to say, ‘Alcohol hurts recovery,’” Zweifel notes. “People nodded and ignored it. Now I can show a member: +8 bpm resting heart rate, −20% HRV, reduced REM sleep. It’s not judgment, it’s feedback, and feedback drives behavior change.”

Iqbal believes AI plays a crucial role in translating that feedback into action.

“AI is phenomenal at recognizing patterns and delivering timely nudges,” he says. “It can analyze 90 days of sleep, glucose, and training load and identify what reliably works for someone.”

But transformation still requires human connection.

“AI can automate the baseline,” Zweifel adds. “But humans create the breakthrough. Accountability, context, and emotional intelligence are what spur real change.”

Where the Curve Is Headed

In the coming years, leading operators may not feel like traditional gyms at all.

“In five years, the best operators won’t feel like they're running gyms,” Zweifel predicts. “They’ll feel like they're running personalized performance and longevity platforms.”

To stay competitive, he says, operators will need the following:

· A data integration backbone—APIs pulling from wearables and labs, unified member profiles, and clear consent architecture.

· A more capable staff—Coaches who are trained to interpret trends without crossing into medical advice, with clear escalation protocols.

· A “trust-first” operating model—Data minimization, explicit member control, and privacy-by-design principles.

Emerging KPIs could include readiness stability, adherence trends, biometric-driven personal training conversion, and churn reduction. Operational cadence may shift toward weekly readiness reviews and quarterly recalibrations.

“The next era belongs to operators who can orchestrate data, coaching, and clinical insight into something simple and personal for the member,” Zweifel says.

The HFA Show Session

The Next Data Frontier: Who Owns the Future of Human Performance?

Panelists: Hussain Ahamed, strategic advisor, Ultrahuman; Andy Beckman director of sales, Garmin; Mohammed Iqbal, chief strategy officer, ABC Fitness; Rachele Pojednic, chief science officer, Restore Hyper Wellness; and Jeff Zweifel, strategic adviser, HFA Digital Health Council

When: 2:15 to 3:15 p.m., March 16

For operators ready to explore this transformation in greater depth, the conversation continues at The HFA Show 2026. In this session, the panelists will unpack how ecosystems use AI coaching, diagnostics, and regulatory strategy to shape competitive advantage, and what it means for fitness operators navigating the convergence of performance, health tech, and personalization.

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