Intelligent Multilingual Preventive AI for Clinical & Community Transformation
A production-grade decision support platform built to address Ministry of AYUSH requirements. Fusing Prakriti constitutional analysis with regional spatiotemporal outbreak intelligence.
How IMPACT Transforms Healthcare
An integrated end-to-end framework translating observations to regional insights.
1. Voice-Based EHR Capture
Accepts multilingual voice dictation supporting major Indian regional dialects (Hindi, Tamil, Telugu, Marathi, Sanskrit) compiling into structured formats.
2. Clinical Structuring Engine
Extracts medical entities (symptoms, diagnoses, herbs) utilizing a custom gazetteer compiled directly from classical Ayurvedic textbooks.
3. Personalized Intelligence
Cross-references observations with constitutional Prakriti models (Vata, Pitta, Kapha) and historical outcome statistics to generate specific advice.
4. Safety & Contraindications
Automated ruleset validation ensuring recommended protocols do not aggravate active patient comorbidities or run contrary to classical texts.
5. Explainable Recommendation
Provides detailed rationale showing the RAG evidence textbooks retrieval path, closing the black-box gap found in standard LLMs.
6. Public Health Intelligence
Aggregates anonymized district intake events to detect geospatial clusters and predict regional trends via spatiotemporal GNN models.
Parallel Governance & Safety Layer
IMPACT enforces strict compliance protocols in parallel across every workflow stage to align with the Digital Personal Data Protection (DPDP) Act 2023.
AES-256 Cryptography
Dynamic field-level encryption of sensitive patient identifiers prior to storage.
Continuous Drift Audits
Embeddings drift metrics monitor live inference variations against baseline models.
Demographic Bias Auditing
Validates extraction uniform accuracy rate across gender, age, and regional cohorts.