SLEUTHIT

Case file: your symptoms

Every reaction has a suspect.

SleuthIt logs what you eat, touch, and breathe — then correlates it with your symptoms to find the triggers behind your allergies and sensitivities.

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The investigation

Your symptoms have a paper trail. SleuthIt reads it.

trigger-timeline.log — week 34
DANGERELEVATEDSAFEMonTueWedThuFriSatSundairy logged ×3flare-up risk: high

Exhibit A

Watch risk build before the flare-up

Every log lands on your timeline. When exposures stack up, you see the line climb out of the safe zone — before your body files the complaint.

label-scan.ocr — snack aisle

INGREDIENTS: enriched wheat flour, sugar, palm oil,

cocoa, sodium caseinate, salt, soy lecithin,

natural flavor, whey, leavening, albumin.

sodium caseinatemilklecithinsoywheymilkalbuminegg

▸ 4 hidden allergen names found: milk ×2, soy, egg

Exhibit B

Catch allergens hiding under aliases

Scan any ingredient label. SleuthIt knows that casein and whey mean milk, and albumin means egg — the aliases label-readers learn the hard way.

correlation-engine.run — 42 logs, 9 symptoms
peanutwheatmilktomatohiveswheezingitchy mouthprime suspect: peanut · strength 0.86

Exhibit C

Let the evidence name the suspect

The correlation engine cross-references everything you log against every symptom, and ranks the triggers by strength — not by hunch.

Capabilities

Built for the daily investigation

Uncover unknown allergens in one place

Food, skincare, cleaning products, pollen, weather — everything you're exposed to lives in one timeline, so patterns have nowhere to hide.

Log ingredients automatically

Scan a barcode or snap the ingredient label. SleuthIt breaks products down to their ingredients — including the aliases allergens hide behind.

Find products and foods to avoid

Your personal avoidance list is built from your own reactions and cross-reactivity science, not a generic allergen chart.

Procedure

Three steps to a verdict

  1. 01

    Log

    Products, foods, symptoms, and exposures — a few taps each. Weather, pollen, and air quality attach themselves automatically.

  2. 02

    Analyze

    TriggerAI cross-references every ingredient and exposure against your symptoms, weighing timing, frequency, and known cross-reactivity.

  3. 03

    Review

    Your allergen report ranks suspects by evidence strength — ready to act on, and ready to show your allergist.

TriggerAI

The lab behind the fieldwork

Material breakdown

Scanned products are decomposed into their actual ingredients and chemicals, matched against a database of allergen protein families.

TriggerAI insights

AI-powered trend analysis connects what you logged to how you felt — including cross-reactions like birch pollen and apples.

Data security

Your health data is encrypted in transit and at rest, and it is never sold. You can export or delete it at any time.

Expert witnesses

SleuthIt is a game-changer for health-conscious individuals. By helping users identify hidden allergens and chemicals, it equips them with the knowledge to reduce potential risks—something I highly recommend for patients looking to safeguard their well-being.
Tsuong Tsai · Oncologist, M.D.
I see firsthand how allergies and sensitivities can impact mental health and overall well-being. SleuthIt is a groundbreaking tool that empowers individuals to identify triggers, take control of their health, and reduce stress around the unknown—making it beneficial for everyone.
Winnie Wang · Psychiatrist, D.O.

Cross-examination

Questions we get asked

Scan a product's barcode or photograph its ingredient label. SleuthIt matches what it finds against open product databases and a curated ingredient library, then maps each ingredient to the allergen families it belongs to — including hidden names like casein (milk) or albumin (egg).

Open your case file.