Redline Lab icon Redline Lab

Decision intelligence for ultra-endurance athletes.

Predict your limits before you reach them.

Simulate your race, manage fatigue, and execute with confidence.

Redline Lab performance and risk map interface

Positioning

This is not a tracker. Not a coach.

It is a decision system for ultra-endurance athletes racing deep into fatigue, uncertainty, and collapse risk.

Core Principle

At some point, your body stops making good decisions. Redline Lab helps you see that point before race day does.

01

simulate your race

02

manage fatigue

03

execute with confidence

Cyclist riding a gravel bike on an open road

Terrain

Built for riders moving through distance, uncertainty, weather, and long stretches of self-management.

System

At some point, your body stops making good decisions.

In ultra-endurance events, performance is not just fitness. It is strategy under fatigue, sleep deprivation, and energy collapse. Most athletes guess. Guessing leads to bonking, overpacing, or quitting.

01

Predict finish time based on real power

Estimate realistic outcomes from actual effort instead of generic pacing assumptions.

02

Model fatigue and power decay over hours

See how sustainable output falls as accumulated stress starts shaping every decision.

03

Plan fueling, sleep, stops, and bonk risk

Visualize collapse before it happens so your race strategy can absorb reality.

Redline Lab race day simulator

Science

Built on real physiological models.

Redline Lab is not based on heuristics. It models how your body actually behaves under stress.

01

Exponential fatigue decay

Performance drops are modeled as stress compounds rather than appearing out of nowhere.

02

Glycogen depletion and bonk risk

Energy availability becomes part of the plan, not a problem you only notice too late.

03

W' balance and anaerobic capacity

Short-term effort capacity is folded into long-duration strategy instead of treated separately.

04

Hydration, thermal stress, and sleep loss

Heat, recovery, and sleep deprivation effects are visible before they start distorting decisions.

Adaptive Support

A partner that understands your data.

Ask questions. Adjust your plan. The system adapts based on your training and your race strategy.

AI Performance Coach

Redline Lab AI performance coach interface

Race World

Designed for the road beyond the easy decisions.

The platform exists for the part of endurance racing where scenery is still beautiful, but judgment starts to fade.

Cyclist riding a dirt road through mountain scenery

Compare

Most tools tell you what happened. Redline Lab tells you what will happen.

Others

Track rides
Show fatigue
Generic plans
Post-analysis

Redline Lab

Simulate outcomes
Predict collapse
Adaptive strategy
Pre-decision

We don't track performance.

We turn it into decisions.

Race the system.

Dashboard

Your physiology, analyzed and visualized.

Redline Lab athlete dashboard

Run It

Run your first simulation.

Run your first simulation

Start planning your next race like a system.

Built for ultra-endurance athletes. Strava connected. Privacy-first approach.