SIHHA Nutrition AI

Overview

We developed Sihha, an AI-powered chronic condition management platform, to streamline and personalize long-term care for patients with conditions like diabetes, obesity, and hypertension. Sihha helps dietitians, physicians, and patients work together through structured workflows, dynamic treatment plans, and centralized health tracking—all within a single intelligent ecosystem.

Technologies

Next JS

Python

Langchain

PostgreSQL

The Challenges

Chronic care is often fragmented and inefficient. Healthcare providers struggle with:

Scattered Health Records Patient vitals, labs, and notes are often stored in separate systems, making it difficult to form a cohesive clinical picture.
Inconsistent Assessments Manual data entry and irregular updates lead to gaps in evaluation and care continuity.
Generic Treatment Plans Patients receive non-personalized plans that don’t reflect their unique conditions, goals, or nutritional needs.
Poor Progress Tracking Long-term changes in health metrics like BMI or blood sugar are not systematically logged or evaluated.
Undefined Care Roles Physicians, dietitians, and patients often operate in silos with unclear accountability and workflow alignment.

Our Unique Approach

1. Platform Overview

AI Meal Planning: Automatically creates patient-specific meal plans with full nutrient breakdowns.
Centralized Records: Combines vitals, labs, treatment notes, and logs into one accessible system.
Structured Workflows: Clearly defines roles for physicians, dietitians, and patients to ensure follow-through.
Real-Time Alerts: Flags critical changes like abnormal vitals or missed tasks for timely action.

2. Intelligent Planning System

Condition-Based Protocols: Tailors treatment goals (e.g., BMI, fat reduction) using patient biometrics.
Metabolic Engine: Calculates energy needs with WHO/EER formulas; adapts as progress is tracked.
Precision Structuring: Prescribes macro/micronutrients with dosage accuracy and highlights any nutritional gaps.

3. Real-Time Engagement Tools

Unified Dashboard: Displays plan progress and key health insights.
Patient Tracker: Logs food, exercise, hydration, and symptoms daily.
Secure Messaging: Embeds patient health context in clinician-patient communication.

Results

Enhanced treatment plan adherence through personalized AI recommendations
Faster clinical documentation with structured workflows and centralized records
Increased patient engagement via daily tracking and real-time feedback
Timely interventions enabled by automated alerts for missed tasks or abnormal vitals
Stronger collaboration between providers through clearly defined care roles