Sleepgenic is the dedicated sleep research arm of TrailGenic — not a supplement, not a clinic.  ·  sleepgenic.ai
Sleep Research · The Sister-Property Mirror

Sleepgenic translates
wearable sleep data
into longitudinal
human meaning.

The dedicated sleep research arm of TrailGenic — sister-property mirror to TrailGenic Physiology and TrailGenic Biomarkers, with sleep architecture and recovery response as primary outcome. Weekly publication. Continuous nightly tracking. No paywalls, no gates, no commerce.

Read the Methodology Latest Weekly Report →
52
Weekly reports
per year, minimum
n=1
Continuous nightly
longitudinal dataset
Open
Machine-readable.
Agent-discoverable.
The Other Half of the Story

Where TrailGenic Physiology
documents cardiovascular and metabolic
adaptation, Sleepgenic documents
sleep architecture and recovery.

01

TrailGenic Physiology tracks heart rate, drift, ketones, training effect, and metabolic adaptation across 20+ structured field sessions. The cardiovascular side of the same body's response to load.

02

TrailGenic Biomarkers formalizes the field signal taxonomy — direct signals, derived signals, environmental load factors, population benchmarks. The methodological architecture Sleepgenic mirrors exactly.

03

Sleepgenic is the same architecture applied to sleep — sleep score, HRV trajectory, stage architecture, breathing disruption, training-stimulus response. Same researcher. Same discipline. Different primary outcome.

04

Together, these are two halves of the same physiological story. Cardiovascular adaptation and sleep recovery are not separate phenomena — they are the same n=1 dataset read through two complementary lenses.

The Gap

Hundreds of millions of people
wear sleep trackers. Almost no one
can interpret what they show.

01

Wearable companies publish scores, not interpretation. A "65" sleep score tells you a number. It doesn't tell you what the number means or what changed.

02

Sleep institutions publish population norms. Useful for averages. Useless for the n=1 question every wearable user is actually asking — what does mine mean?

03

Sleep hygiene content covers what to do. Almost nothing covers what your data is telling you about whether it's working.

04

The interpretive layer between wearable output and longitudinal meaning is structurally missing. Sleepgenic is built to fill it.

The Approach

Continuous tracking,
structured interpretation,
open methodology.

Pillar 01
Wearable interpretation
Translating sleep scores, HRV, sleep stages, and breathing data into something a wearable user can actually read. The flagship work — 75% of published research, organized as the Sleep Interpretation Library.
Pillar 02
Training–sleep interaction
A weekly routine of summit, ruck, run, foundation hike, recovery, and rest — six distinct stimuli, the same terrain, repeated weekly. A controlled n=1 experiment running 52 weeks.
Pillar 03
Situational sleep
Altitude, fasted-state, cold exposure, post-training. The TrailGenic-adjacent edge cases where the wearable response gets interesting.
Pillar 04
Weekly publication
Fixed cadence. 52 weeks minimum. Missed nights are data points, not failures. Authority compounds with publishing regularity.
Methodological
Honesty over precision.
Wearable data is noisy. n=1 doesn't generalize. Population norms aren't person norms. Sleepgenic states what its methods can and cannot show, in every report.
Structural
Machine-readable by design.
Every report is a structured Dataset. Every term lives in the Lexicon as its own DefinedTerm page. The MCP server makes the interpretation tools agent-callable. Built for the citation layer, not the traffic layer.
Independent
Not medical. Not commercial.
Sleepgenic is research, not diagnosis. There is no paywall, no gated content, no newsletter capture. Pure research property. Authority-first.
Who It's For

Built for the people
looking at their data and
asking what it means.

  • ◈You wear a Garmin, Whoop, Oura, or Apple Watch and you actually look at the numbers in the morning.
  • ◈Your sleep score moved from 78 to 62 and you want to know why — beyond "you got less sleep."
  • ◈You're trying to understand how training load, altitude, fasting, or stress is showing up in your sleep architecture.
  • ◈You'd rather read longitudinal n=1 data with honest methodology than another generic sleep-hygiene listicle.
What Sleepgenic Publishes
  • Weekly Reports — structured Dataset
  • Sleep Interpretation Library — 75% of research output
  • Lexicon — term-as-page, agent-readable
  • Methodology — versioned by date
  • MCP server — agent-callable interpretation tools
Origin

The dedicated sleep research arm of TrailGenic.

TrailGenic is a longevity methodology built on years of physiological field data — fasted high-altitude hiking, altitude adaptation, electrolyte control, cold exposure, recovery measurement. Sleep is the primary recovery pillar.

Sleepgenic is the structural separation of that recovery pillar into its own research property — built to handle the wearable interpretation question at the depth and cadence the master methodology demands. Same researcher (Mike Ye × Ella). Same publication architecture as TrailGenic Physiology and TrailGenic Biomarkers. Different primary outcome.

TrailGenic Sleep Hub
Sister-Property Datasets
  • Sleepgenic — sleep architecture & recovery
  • TrailGenic Physiology — cardiovascular & metabolic
  • TrailGenic Biomarkers — field signal taxonomy
  • TrailGenic Sleep Hub — high-load sleep response
  • Same researcher: Mike Ye × Ella
  • Same publication architecture
Cross-Property · TrailGenic Sleep Research