Deterministic calculations
Totals come from confirmed quantities, per-100g records, and explicit conversion rules.
Deterministic engine
A nutrition intelligence layer for precise daily tracking.
Caliea turns food, hydration, and progress signals into auditable targets: source-backed nutrition, explicit grams, and fast mobile workflows without noisy wellness decoration.
Verified sources · Private media · Managed access · Mobile web
Food log
Shrimp stir fry
624 kcalProtein42g
Carbs58g
Fat19g
Quantity385gexplicit grams
Source92%local match
AI can identify the meal, but saved totals stay tied to confirmed food records and editable portions.
Platform
Platform architecture for measurable nutrition behavior
A stricter, source-backed approach: clean sections, technical proof points, sharp hierarchy, and product claims grounded in real backend contracts.
01
Opaque totals make users question whether the plan is useful.
02
Provider values get mixed together without clear provenance.
03
Logging takes too many steps, so the daily signal gets sparse.
04
Hydration and weight are disconnected from nutrition decisions.
What Caliea optimizes for
Auditable nutrition graph
Curated, external, label, and user-confirmed records keep source and confidence visible.
Low-friction capture
Text, search, voice, photo, and repeat flows converge into the same editable confirmation layer.
Data Engine
Source-backed data instead of vague calorie guesses
Local app records, source-aware enrichment, server-side analysis, and access rules are organized as product contracts, not loose UI estimates.
App data layer
Nutrition records, account access, private storage, and user-owned tracking data.
Verified sources
External enrichment only when local records are missing or low-confidence.
Server analysis
Food parsing, photo analysis, and voice transcription stay behind app boundaries.
Managed access
Plan state and access checks are handled before premium workflows.
Workflows
Fast capture, strict confirmation, measurable outcomes
Manual and search logging
Local-first food lookup with clear serving and gram inputs.
Phone-browser capture
Responsive layouts for iOS Safari and Android Chrome flows.
Hydration as a signal
Water goals sit beside calories, macros, and daily progress.
Portion math preview
Every conversion remains visible before the log is saved.
Nutrition provenance
Curated, label, external, and user snapshots stay source-aware.
Trend read models
Daily and weekly totals are shaped for fast progress review.
Server-side AI
Prompts, schemas, keys, and media access stay off the browser.
Entitlement gates
Plan-based access checks run before premium workflows.
Security
Privacy and safety built into the product boundary
Precision only works if the system is explicit about what it stores, what it estimates, and what users must confirm.
01
Server-side provider calls
Analysis, nutrition, storage, and billing operations stay behind authenticated app boundaries.
02
Private media handling
Food photos, audio notes, and transcripts are treated as sensitive health-adjacent data.
03
Confirmation before saving
AI-derived logs must be editable and confirmed before they become food-log records.
04
Provenance over guesses
Nutrition totals are backed by database records, curated values, labels, or user-confirmed snapshots.
05
No clinical positioning
The product supports tracking and habit review, not diagnosis, treatment, or medical planning.
Pricing
Pricing that stays simple
Start with a low-cost trial, then choose weekly or monthly.
FAQ
Clear answers, no hype
A straightforward consumer wellness product with transparent policies.
Is Caliea a medical service?
No. Caliea is a consumer wellness tool for structured nutrition and hydration tracking. It does not provide diagnosis or treatment.
Where does nutrition data come from?
Caliea prioritizes verified records and source-aware enrichment, then keeps confidence metadata visible in the workflow.
Can AI save logs automatically?
No. AI-derived food logs must be confirmed or edited before they are saved.
How does billing work?
Subscriptions are handled through secure checkout and customer portal flows. Cancel anytime.
How do I contact support?
Email support@caliea.app. We respond with operational, product, and billing guidance.
Is my data private?
Yes. Food photos, audio notes, and health data are treated as sensitive. No data is sold to third parties.
Start in under a minute
Start the setup flow, review your app plan, and continue into the product experience.