Subjective coaching
Cues vary coach to coach, session to session. Members get different standards every day.
HyperFormv0 · 2026
B2B · Computer vision · Edge-first
HyperFormTurn every rep into data.
Real-time computer vision that watches movement, measures form, and delivers immediate feedback on the gym floor. No wearables. No guesswork.
Sub-100ms latency
Multi-camera 3D
Edge-first architecture
Prefer email? paarth@hyperformfit.com
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Karlos Nasar · Olympic world record holder · 222 kg
1M+
reps analyzed
<80ms
inference latency
30fps
3D pose tracking
On-prem
zero cloud dependency
THE PROBLEM
Training without measurement is guesswork.
Invisible risk
Bad reps compound quietly. Injuries don't announce themselves until progress is already lost.
No data trail
Progress lives in memory and notebooks, not systems your team can actually use.
HOW IT WORKS
Three components. One system.
System state
Stage 1 / 3
Observation
Triangulating joint positions · building 3D skeleton · 30fps
Each segment completes when its stage finishes. Prior stages stay latched at 100%.
Step 1
Observe
Strategically placed cameras triangulate every joint in three dimensions at 30fps — no suits, no markers, no setup time. Athletes walk in and start lifting.
Step 2
Analyze
On-device models measure joint angles, bar path deviation, rep tempo, and left-right symmetry — computed locally in real time, with no cloud round-trip.
Step 3
Feedback
When a measurable deviation exceeds threshold, a targeted cue surfaces on the floor display mid-set — specific enough to act on, brief enough not to break focus.
THE PLATFORM
Built for what actually happens on the floor.
From fatigue to bar speed — every signal is derived from movement, not manual logging. Open a card for the full picture.
Per-rep bar speed and range are tracked continuously so the system can flag when you are approaching true failure versus stopping early. That is the difference between training and guessing.
- Velocity loss thresholds per lift pattern
- Set-stop suggestions based on your own baseline
RESULTS
Real feedback, real results.
80%
fewer injuries in pilot installations
<100ms
from camera to correction
0
data sent to the cloud — privacy first, no internet needed.
Any
lighting, body type, and gym layout, or placement.
Gyms, clinics & lifters
Feedback from the floor—and from rehab.
Installations span training floors, rehabilitation centers, and sports medicine programs. Here is how people describe the experience.
"We've always had to rely on therapist observation and patient self-report. Now I can pull up a graph and show exactly how knee valgus has changed over six weeks. That's a conversation that used to be impossible to have with insurance."
"Return-to-play decisions used to come down to gut feel and a functional movement screen. Now our sports med staff and the strength coaches are looking at the same numbers. It's cut a lot of the back-and-forth."
"We see 40+ clients a day. I can't give everyone the cuing they need in real time—I physically can't be everywhere. This fills that gap without adding headcount."
"Honestly I was skeptical. But I hit a new deadlift PR two months in and my lower back hasn't flared up once. The hip hinge cue mid-set is what did it—I never would've caught that myself."
"My coach is in a different city. I send him the session data and we go over it on a call. It's basically replaced in-person coaching for the stuff that doesn't need hands-on correction."
"We've always had to rely on therapist observation and patient self-report. Now I can pull up a graph and show exactly how knee valgus has changed over six weeks. That's a conversation that used to be impossible to have with insurance."
"Return-to-play decisions used to come down to gut feel and a functional movement screen. Now our sports med staff and the strength coaches are looking at the same numbers. It's cut a lot of the back-and-forth."
"We see 40+ clients a day. I can't give everyone the cuing they need in real time—I physically can't be everywhere. This fills that gap without adding headcount."
"Honestly I was skeptical. But I hit a new deadlift PR two months in and my lower back hasn't flared up once. The hip hinge cue mid-set is what did it—I never would've caught that myself."
"My coach is in a different city. I send him the session data and we go over it on a call. It's basically replaced in-person coaching for the stuff that doesn't need hands-on correction."
Contact
Ready to measure what matters?
Tell us about your space. We'll show you exactly what HyperForm sees and how it improves training quality.
Typical response time: under 24 hours