Health-Tech SaaS Platform

Precision Nutrition.
AI-Guaranteed
Safety.

Transform meal photos into actionable health insights for your infant. Powered by computer vision and validated against WHO & AAP standards.

1,000
Critical first days
we protect
WHO
Standards
validated
Real-time
Allergen safety
detection
🥕 Carrot — 95% 🍗 Chicken ⚠ Peanut — High Risk
Iron
86%
Zinc
72%
Vit D
55%
Protein
66%
Today's Score
91/100
Allergens Cleared
14 / 20
WHO Standards Validated
AAP Guidelines Aligned
HIPAA-Ready Infrastructure
Real-Time CV Analysis
Pediatrician Trusted
How It Works

Four Steps to
Confident Feeding

Our closed-loop AI system turns an everyday meal photo into a complete nutritional and safety report in seconds.

📸

Snap a Photo

Simply photograph your infant's meal using the LogicNest app. No special setup required — just point and shoot.

🤖

CV Engine Analyzes

Our Computer Vision engine performs real-time semantic segmentation and object detection to identify every ingredient.

📊

Nutrition Quantified

Caloric density, Iron, Zinc, Vitamins and more are estimated against WHO and AAP standards for your child's exact age.

🛡️

Allergen Safety Check

Detected ingredients are cross-referenced with personalized allergen checklists to prevent accidental exposure instantly.

Our Services

Everything Your Infant's
Nutrition Needs

A complete ecosystem of tools designed specifically for the first 1,000 critical days of child development.

🗺️

Dynamic Allergen Introduction Roadmaps

Personalized, age-specific allergen introduction schedules built on the latest pediatric immunology research. Track successful introductions, monitor reactions, and advance safely at your child's pace.

PersonalizedAge-specific
📈

Milestone Tracking & Analytics Reports

Pediatric development milestone tracking correlated with nutritional data. Generate professional-grade reports to share with your pediatrician, backed by longitudinal trend analysis.

Pediatrician ShareableTrend Analysis
🛡️

Evidence-Based Safe Ingredient Database

A continuously updated database of age-appropriate ingredients with smart checklists. Every recommendation is grounded in peer-reviewed pediatric nutrition science.

Evidence-BasedSmart ChecklistsContinuously Updated
🥦
6+ months
Stage 1 foods
🍗
8+ months
Protein intro
🥚
Monitor
Top allergen
🥜
Caution
Guided intro
Who We Serve

Built for Everyone
Around Your Baby

LogicNest is designed for modern families who believe precision and data belong in parenting, not just the boardroom.

👨‍👩‍👧

Health-Conscious Parents

Tech-savvy families in high-growth urban hubs who prioritize precision health and data-backed parenting decisions during the critical first 1,000 days.

👴👵

Caregivers & Grandparents

Extended family members and caregivers who want to provide confident, consistent care that aligns with parents' nutritional and allergen introduction plans.

👨‍⚕️

Pediatric Practitioners

Pediatricians and dietitians who benefit from longitudinal nutrition data and milestone analytics to provide better, more personalized patient guidance.

Where Pediatric
Science Meets
Real Life

Unlike static tracking apps, LogicNest uses proprietary ML models that continuously learn and adapt — creating a Smart Safety Net that has never existed before.

Semantic Segmentation Engine — Identifies and separates individual food components within complex, mixed meals with clinical-grade accuracy.

Age-Adaptive Models — Nutritional targets and allergen risk profiles dynamically adjust as your child grows through developmental stages.

Closed-Loop Feedback — Visual data → structured health insights → personalized recommendations → better outcomes over time.

Evidence-Based Foundation — Every recommendation is validated against WHO, AAP, and peer-reviewed pediatric nutrition science.

1,000
Critical days we protect with precision nutrition tracking
20+
Micronutrients tracked per meal analysis
Real-
time
Allergen cross-reference speed
2
Platforms: Web & Mobile app ecosystem

Be First to Transform
How You Feed Your Child

Join the waitlist for early access to LogicNest. We're launching first in the San Francisco Bay Area and expanding nationwide.

No spam. Just launch updates, early features, and founder insights.