NutritionDecember 7, 2026 10 min read
Dietary Fibre How AI Analyses It
The AI behind reading dietary fibre — and why explainability is what makes it trustworthy.
Dietary fibre feeds beneficial microbes and is the single biggest daily lever on regularity.
What the models do
Models trained on annotated data classify and quantify stool form on the Bristol scale and regularity across the week, converting raw capture into structured signals. Adequate fibre and hydration together drive healthy stool form.
Biggest
daily lever
Diversity
matters
Days
to see change
Under-eaten
nutrient
Why explainability matters
A score nobody understands is a score nobody acts on. Every insight about dietary fibre pairs with its contributing features, time window and a plain-language rationale.
- Stool form on the Bristol scale
- Regularity across the week
- Hydration alongside fibre intake
“The test you take every day beats the perfect test you take once a year.”
Human in the loop
The aim is not to replace clinical judgement but to feed it better, earlier, more objective data about dietary fibre.
