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Know what changed. Know what matters.

One weekly verdict from the scans you already trust. OWLiFT turns reviewed scans, goals, and context into the next right decision, not another dashboard to read.

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Weekly read

Sample week, fictional data

May 14 – May 21, 2026

Hold

Fat mass down again, lean held, keep the cut signal running.

Confidence: High

What limits it. InBody fat-mass readings carry roughly ±0.5 kg noise; a single week's change sits inside that band. Appetite suppression is self-reported, no food log to corroborate intake.

May 21 scan, 15.5%InBody · fasted · morningSame device as the previous scan.

May 21 scan, 15.5%. InBody · fasted · morning. Same device as the previous scan.Body fat across 5 scans, Mar 12 to May 21. The shaded band is expected variation, ±0.5 percentage points. A move inside it is not a signal.Ask Hoot about this trend
  • Mar 12: 16.6%
  • Apr 9: 16.2%
  • May 7: 15.8%
  • May 14: 15.7%
  • May 21: 15.5%

Read from the May 21 scan

  • Body weight85.7 kg↓ 0.4 kgNoise range
  • Body fat15.5 %↓ 0.2 %Noise range
  • Fat mass13.3 kg↓ 0.2 kgNoise range
  • Lean mass72.4 kg↓ 0.2 kgNoise range
  • Skeletal muscle40.6 kg↓ 0.1 kgNoise range
  • Visceral fatLevel 8→ 0 levelsStable

Next decision

Hold the protocol. Rescan in 7 days.

The deficit is selective: fat mass is moving down while lean mass holds within InBody's precision band.

Ask Hoot why

Three checks come between a scan and its verdict.

OWLiFT reviews the values, matches the scan to the last one and sets the change against the noise. Follow one sample scan through, then change what happened to it.

One sample scan, three ways it can go

  1. Scan review

    Confirmed

    Were the values read correctly?

    You confirmed the values from your May 21 InBody scan. Only confirmed or corrected scans feed a verdict.

    Scan review

    Needs review

    Were the values read correctly?

    The scan is saved and waiting for you. Confirm or correct it before it can feed a verdict.

    Scan review

    Confirmed

    Were the values read correctly?

    You confirmed the values. Your first confirmed scan starts the record everything else is read against.

  2. Comparability

    Matched

    Can it be set beside the last scan?

    Same device as your May 14 scan, and this one was taken fasted, in the morning. The same device under known conditions is what makes two scans comparable.

    Comparability

    Left out

    Can it be set beside the last scan?

    The waiting scan is not compared with anything. The read keeps to the last scans you confirmed.

    Comparability

    Nothing to match

    Can it be set beside the last scan?

    The first confirmed scan, so there is nothing to compare it with yet.

  3. Interpretation

    Noise range

    Is the change bigger than the noise?

    Fat mass is down 0.2 kg and body fat 0.2 points, and lean mass moved 0.2 kg. Every change this week is inside the expected scan-to-scan noise, so none of them is a signal on its own.

    Interpretation

    Not read

    Is the change bigger than the noise?

    Nothing in the waiting scan is read. The read you already have stays as it was, built from your confirmed scans.

    Interpretation

    Not enough data

    Is the change bigger than the noise?

    One scan cannot show movement. A trajectory appears once there are two confirmed scans to read movement from.

  4. Decision

    What happens next?

    Verdict: Hold

    Fat mass down again, lean held, keep the cut signal running.

    Hold the protocol. Rescan in 7 days.

    Confidence: High. 5 trusted scans inform this read. Main caveat: InBody fat-mass readings carry roughly ±0.5 kg noise; a single week's change sits inside that band.

    Decision

    What happens next?

    The last read stands.

    The scan waits for you. Confirm or correct the values, and it counts toward your next read.

    Decision

    What happens next?

    No verdict yet.

    Log a second confirmed scan. Two scans let Hoot read what changed, not just a snapshot.

The matched case is the sample week, on fictional data. The other two show what the product does.

A change has to clear the band.

Every confirmed scan sits on one trend, drawn against the range the measurement normally wobbles by. A move inside the band is noise. A move outside it is worth another look.

Confirmed scans only
The trend is drawn from scans you reviewed, and from nothing else.
The band is drawn
Expected variation is drawn on the chart, so a wobble is easy to tell from progress.
The newest scan is named
The latest reading says which device it came from, how it was taken, and whether that device is the same as for the scan before.
The OWLiFT Signal Trace on sample data, at desktop width: body fat across five scans, Mar 12 to May 21, from 16.6 down to 15.5 percent, drawn against a shaded band of expected variation. The newest scan is named at its mark: InBody, fasted, morning, same device as the previous scan. A link beneath asks Hoot about the trend.
The Signal Trace, captured from the public sample on sample data.

Context is what tells a real change from noise.

Sleep, supplements, protocols and symptoms are read alongside the scans. None of it is required. What is missing caps confidence in the weekly read. It never blocks it.

Journal
Sleep, stress, training and mood, day by day.
Stack
Vitamins, minerals and supplements, kept as dated records.
Protocol
Medication and other protocols, with the date each one changed.
Symptoms
What you notice, kept as context. Never diagnosed.
The weekly read's measurement ledger on sample data, its first three of six rows: body weight, body fat and fat mass, each with its value, its change and a Noise range chip, and beneath each what Hoot reads in it and why it matters.
The first three measurements in the weekly read's ledger, captured from the public sample on sample data.

One decision, measured against your goal.

Set the target once. Every weekly read is judged against it, and the answer is always one of four words: Hold, Adjust, Wait or Investigate, with the reason beside it.

Each measurement on its own
Every row has its value, its change and one plain class for it, such as Stable, Possible signal or Noise range.
The reason beside it
Hoot says what it reads in each row and why it matters.
One next step
Each read ends with what to do before the next scan.

Hoot shows how a verdict was reached.

Ask why, and Hoot lays out what it looked at, what was missing and what it refused to assume. The panel is built from the saved read in front of it.

Ask Hoot in the demo
The Hoot panel open on sample data, beside the read's decision band, which says Hold the protocol, rescan in seven days. The panel is titled Your trend and answers what the trend is telling the reader: body fat is holding, with four named reads, composition signal stable, fat-loss rate unclear, lean status preserved and visceral fat stable.
The Hoot panel open on the trend, beside the week's decision, captured from the public sample on sample data. Below this the panel lists what it looked at, what was missing and what it did not assume.

Private by default. Plain about its limits.

The short version of the privacy policy, the terms and the disclaimer. The full text is one click away.

  • Your scans are yours.

    Scans, bloodwork and context are stored against your account. They are not shared with other users, and each account can see only its own records.

    Privacy policy

  • Nothing is sold. Nothing trains outside models.

    Your data is not sold, and it is not used to train external AI models. A small number of hosting, database and AI providers process it on our behalf to run the service.

    Privacy policy

  • You confirm every scan before it counts.

    Values read from a report wait for your review. Nothing is saved until you confirm it, and unconfirmed values never reach a verdict.

    Log Scan and the weekly read

  • Take it all with you, or erase it.

    Export your scans, journal, goals, weekly verdicts and Hoot conversations from Settings. Delete your app data or your whole account, each behind a typed confirmation.

    Settings

  • It is not a doctor, and it says so.

    OWLiFT interprets reviewed scans to support your own decisions. It does not diagnose, treat or prescribe, and it does not replace a clinician. Scans are noisy and Hoot can be wrong, so check both against your own data.

    Disclaimer

  • It is a beta, and it claims no more.

    OWLiFT is pre-release and invitation-only. It does not claim a privacy or security certification, or clinical-grade accuracy.

    Terms, privacy policy and disclaimer

Make the next right decision.

See it on sample data first. Free during the beta, no card required.

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Your own account is by invitation while OWLiFT is in beta.