Personalised Nutrition Engine

ONE by OSCA

Personalised nutrition infrastructure for the products you are building.

ONE by OSCA helps health, fitness and wellness platforms turn individual nutritional requirements into personalised meal plans, food recommendations and ongoing nutrition experiences.

Your product. Your brand. Personalised nutrition powered by ONE.

Engineering teams: Explore the API · View SDKs

How you ship it

Your product. Your brand. Personalised nutrition.

ONE works behind your application or portal. Your customers interact with your product. You own the user experience, the brand and the customer relationship — ONE provides the nutrition infrastructure underneath.

Who builds with ONE?

Built for companies building health, fitness, coaching and wellness products.

The primary audience is not consumers looking for a nutrition app. It is product teams that need personalised nutrition functionality inside the experiences they already own.

01

Health platforms

Add personalised nutrition without building the full engine yourselves.

02

Fitness and coaching

Pair training programmes with meal plans that respect goals, preferences and restrictions.

03

Nutrition and diet products

Power planning, logging and recommendations behind your own brand experience.

04

Corporate wellness

Offer personalised nutrition experiences at scale under your tenant model.

05

Digital health companies

Embed nutrition infrastructure into broader digital health journeys.

06

Consumer apps adding nutrition

Extend an existing product with personalised nutrition functionality.

Not just a food API

Personalised nutrition is more than a recipe database.

Most food APIs provide food search, recipes, calorie information and nutritional data. ONE goes further — it starts with the person.

Most food APIs provide

  • Food search
  • Recipes
  • Calorie information
  • Nutritional data

ONE starts with the person

  • Allergies and dietary restrictions
  • Preferences and nutritional goals
  • Nutrient priorities and historical intake
  • Previous recommendations and behaviour

The ONE lifecycle

Understand → Plan → Track → Analyse → Learn → Optimise

ONE uses the nutritional profile to support the full nutrition lifecycle — so partners can ship personalised food experiences without assembling every subsystem themselves.

01

Understand

Capture the person's nutritional requirements and preferences.

02

Plan

Generate personalised meal plans from that profile.

03

Track

Log foods and meals against the targets you define.

04

Analyse

Understand intake, progress and nutritional patterns over time.

05

Learn

Adapt to preferences and behaviours so recommendations improve.

06

Optimise

Refine future plans around clearer nutritional priorities.

Capabilities

What the nutrition infrastructure covers.

01

Nutritional profiles

Start with the person — requirements, goals, allergies, preferences and history that persist over time.

02

Allergies & restrictions

Respect what users must avoid — and what they simply prefer — when generating recommendations.

03

Nutrient goals

Focus plans on nutritional priorities such as increasing iron intake or meeting protein targets.

04

Meal planning

Generate personalised single-day or multi-day meal plans that fit each user's profile.

05

Food logging & analysis

Let users log meals, then analyse intake and progress toward nutritional goals.

06

Recommendations & substitutions

Recommend recipes and suggest alternatives when a food is excluded or unavailable.

What can ONE power?

Experiences your customers can actually use.

More commercially relevant than the underlying engine alone — these are the product experiences ONE helps you ship.

01

Personalised meal planning

Generate meal plans based on each user's requirements, preferences and goals.

02

Food logging

Allow users to log meals and food consumption against their nutritional profile.

03

Nutrition coaching

Give coaches and platforms the tools to support personalised nutritional programmes.

04

Nutrient optimisation

Help users focus on specific nutritional priorities such as iron, protein or other nutrients.

05

Recipe recommendations

Recommend recipes that fit the user's requirements.

06

Intelligent substitutions

Suggest alternatives when a food is excluded or unavailable.

07

Ongoing adaptation

Use history and preferences to improve future recommendations.

Product examples

What personalised nutrition looks like in practice.

Illustrative product UI — the kind of profile, plan and progress views your application can present under your own brand.

Nutrition profile

DietVegetarian
AllergiesPeanuts
GoalIncrease iron intake
Calories2,100 kcal
Protein100 g

Generated meal plan

Monday

Breakfast

Iron-rich overnight oats

Lunch

Lentil and spinach bowl

Dinner

Tofu stir-fry

✓ Vegetarian✓ Peanut-free↑ Iron priority

Food logging / progress

Iron intake

Daily target18 mg
Consumed14.2 mg
Remaining3.8 mg

Why ONE?

Why build nutrition yourself?

Building personalised nutrition functionality requires much more than a recipe API.

Nutrition profilesDietary rulesAllergiesNutrient targetsFood databasesRecipe logicMeal generationSubstitutionsLoggingAnalysisHistoryPreference learningMulti-tenant architecture

ONE provides the nutrition infrastructure so your team can focus on the product experience your customers actually use.

Optional integration

Two independent platforms. One optional path to richer personalisation.

ONE works independently. Add WearSightful when wearable and health-data context becomes part of your product roadmap — or integrate other aggregators on a bespoke basis. You do not need to buy both products.

ONE by OSCA

Personalised nutrition infrastructure.

Nutritional requirements → meal plans → food logging → recommendations

WearSightful

Health and wearable data infrastructure.

Wearable data → normalisation → trends → insights → engagement

Combine when needed

Add wearable and health context to nutrition experiences when your roadmap calls for it.

For product and engineering teams

Built for the teams shipping the next generation of nutrition experiences.

Product teams evaluate the commercial fit. Engineering teams explore the API and SDKs. Both paths lead to the same platform.

FAQ

Frequently asked questions

Clear answers for product and engineering teams evaluating personalised nutrition infrastructure.

What is ONE by OSCA?

ONE by OSCA is personalised nutrition infrastructure for companies building health, fitness, coaching and wellness products. It turns nutritional requirements, allergies, dietary restrictions, preferences and nutrient goals into personalised meal plans, food recommendations, logging and nutrition analysis — delivered through APIs under your own brand.

What does ONE stand for?

ONE stands for Optimised Nutrition Engine. The product brand is ONE by OSCA; the descriptor is Personalised Nutrition Engine.

Who is ONE for?

ONE is built for companies building products that need personalised nutrition functionality — including health platforms, fitness and coaching platforms, nutrition products, corporate wellness, digital health companies and consumer apps adding nutrition features.

Is ONE just a food or recipe API?

No. Most food APIs provide search, recipes and nutritional data. ONE is a nutrition lifecycle platform that starts with the person — maintaining a persistent nutritional profile and supporting Plan → Track → Analyse → Learn → Optimise.

Does ONE require WearSightful?

No. ONE by OSCA and WearSightful are independent platforms. You can use ONE alone for personalised nutrition. WearSightful is an optional integration when you also want wearable and health-data context. You do not need to buy both products.

How can WearSightful extend ONE?

WearSightful connects and normalises wearable and health data. Combined with ONE, activity, sleep and related signals can enrich personalised nutrition experiences. Clients can also request bespoke integrations with other wearable data aggregation services.

Is ONE a consumer app or a medical device?

ONE is infrastructure for your product — not a consumer-facing app end users must adopt, and not a medical device. It does not provide medical advice, diagnose conditions or prescribe clinical treatment.

Build personalised nutrition into your product.

Talk to the ONE by OSCA team about how personalised nutrition can fit your product roadmap — and how optional wearable data context can extend it when needed.

Product teams book a demo · Engineering teams explore the API and SDKs

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