PranaDrug Intelligence Module

AI That Guards Every Pill You Take

PranaDrug is a clinical-grade AI medication intelligence engine that scans prescriptions, detects dangerous drug interactions, validates dosages, checks age-appropriateness, and recommends affordable generic alternatives โ€” in under 10 seconds.

31 Claims Verified
4 Cautions Addressed
3 Errors Corrected
PranaDrug โ€” AI Drug Safety Intelligence
โš ๏ธ The Silent Danger

Medication Errors Kill Thousands Every Year

Drug-drug interactions, wrong dosages, age-inappropriate prescriptions, and dangerous food combinations โ€” these preventable errors cause millions of adverse drug events globally. PranaDrug's AI catches what humans miss.

๐Ÿ’Š2.6M+

Adverse drug events in India annually from preventable interactions

โฑ๏ธ<10 sec

PranaDrug processes a full prescription and runs all safety checks

๐Ÿ”7 Layers

Of AI-powered safety checks on every single prescription

๐Ÿง CYP450

Enzyme-level pharmacokinetic interaction analysis for precision safety

๐ŸŽฌ Clinical Deep Dive

Anatomy of a Clinical Intervention

Watch how PranaDrug's data pipeline traces from ingestion to clinical intervention, showcasing the full AI safety engine in real-time.

01
Step 1 โ€” Prescription Ingestion

AI Reads Your Prescription Instantly

Upload a photo of any prescription โ€” typed or handwritten. PranaDrug's PD-INGEST microservice uses advanced OCR with medical NER (Named Entity Recognition) to extract every drug name, dosage, frequency, and route of administration.

Handles multi-page prescriptions, poor handwriting, multilingual text, and even crossed-out entries. Processing time: under 10 seconds for standard prescriptions, under 30 seconds for complex handwritten documents.

๐Ÿ“ธ Camera Scan Upload โœ๏ธ Handwriting Recognition ๐Ÿ”ค Medical NER Extraction โšก <10 Second Processing
AI Prescription OCR Scanning
02
Step 2 โ€” Drug Identification

Every Drug Precisely Identified

PranaDrug's PD-ANALYSE engine maps every extracted drug name to its precise chemical identity using IUPAC nomenclature, Active Pharmaceutical Ingredient (API), and ATC classification. Brand names are resolved to their generic equivalents.

Example: "Crocin" โ†’ Paracetamol โ†’ N-(4-hydroxyphenyl)acetamide โ†’ ATC Code N02BE01. Every drug fully classified with molecular structure, therapeutic class, and pharmacological profile.

๐Ÿงช IUPAC Chemical Identity ๐Ÿ’Š API Extraction ๐Ÿ“‹ ATC Classification ๐Ÿ”ฌ RxNorm Normalisation ๐Ÿท๏ธ Brand โ†’ Generic Mapping
Drug Identification and Chemical Mapping
03
Step 3 โ€” Interaction Detection

Drug-Drug & Drug-Food Interaction Engine

The PD-INTERACT engine cross-references every drug pair against pharmacological databases, checking CYP450 enzyme pathways (CYP3A4, CYP2D6, CYP2C19), renal clearance conflicts, and serotonergic accumulation risks.

Also detects critical drug-food interactions: grapefruit + statins (CYP3A4 inhibition), vitamin K foods + warfarin, calcium + fluoroquinolones, alcohol + metronidazole, and tyramine foods + MAOIs.

๐Ÿšจ
Contraindicated

Must not be co-administered. Immediate physician alert.

โš ๏ธ
Severe

Dose adjustment or monitoring required. Flag to physician.

โšก
Moderate

Clinical significance likely. Patient counselling advised.

โ„น๏ธ
Minor

Low clinical significance. Logged for completeness.

Drug Interaction Detection โ€” 4 Severity Levels
04
Step 4 โ€” Dosage Validation

Every Dose Checked Against Guidelines

PranaDrug's PD-DOSAGE engine validates every prescribed dose against established therapeutic ranges. For adults: Paracetamol max 4,000 mg/day (3,000 mg/day for elderly/liver disease). For children: max 60 mg/kg/day.

Kidney-aware dosing: Metformin is flagged for reduction when eGFR drops below 45 mL/min and contraindicated below 30 mL/min. All thresholds sourced from FDA guidance, WHO, BNF, and ICMR standards.

๐Ÿ“ Therapeutic Range Checks ๐Ÿง’ Paediatric Weight-Based Dosing ๐Ÿ‘ด Elderly Dose Reduction ๐Ÿซ˜ Renal Function (eGFR) Adjustment ๐Ÿšจ Overdose Detection
Dosage Validation and Safety Checks
05
Step 5 โ€” Age-Based Safety

Age-Appropriate Medication Screening

PranaDrug's PD-AGE classifier segments patients into Neonate, Infant, Child, Adolescent, Adult, and Geriatric groups โ€” each with specific drug restrictions and warnings.

Children under 8: Tetracycline dental staining alerts. All paediatrics: Fluoroquinolone cartilage/tendon risk warnings. Elderly (65+): Beers Criteria screening โ€” flagging high-risk medications like long-acting benzodiazepines, anticholinergics, and certain NSAIDs.

๐Ÿ‘ถ Neonate (0-28 days) ๐Ÿผ Infant (1-12 months) ๐Ÿง’ Child (1-11 years) ๐Ÿง‘ Adolescent (12-17) ๐Ÿ‘ค Adult (18-64) ๐Ÿ‘ด Geriatric (65+ Beers Criteria)
Age-Based Medication Safety
06
Step 6 โ€” Smart Brand Intelligence

Find the Best Generic Alternative

PranaDrug's PD-BRAND engine maps every branded drug to all available generic equivalents in the Indian market. Each brand is rated using a star-based scoring system considering manufacturer reputation, bioavailability data, CDSCO compliance, and price.

Patients save money without compromising quality. Example: A branded statin at โ‚น450/month vs a 5-star rated generic at โ‚น85/month โ€” same API, same therapeutic effect, 80% cost savings.

โญ Star-Rated Brand Scoring ๐Ÿงช API Chemical Equivalence ๐Ÿ“Š Bioavailability Comparison ๐Ÿ’ฐ Cost Savings Calculator
AI Generic Brand Comparison and Rating
07
Step 7 โ€” Vital Sign Intelligence

Medications + Vitals = Smarter Decisions

PranaDrug's PD-VITAL module correlates real-time vital signs from Prana AI's wearable integrations with medication data. If HbA1c rises above 9% while on metformin, the system triggers a dose efficacy alert to the treating physician.

Blood pressure spikes while on amlodipine? Heart rate anomalies on beta-blockers? PranaDrug connects the dots that isolated systems miss โ€” creating a closed-loop medication monitoring system.

โค๏ธ Heart Rate Correlation ๐Ÿฉธ Blood Pressure Monitoring ๐Ÿงฌ HbA1c Tracking ๐Ÿซ˜ eGFR Kidney Function ๐Ÿšจ Efficacy Drift Alerts
Vital Sign + Medication Correlation
โš™๏ธ End-to-End Flow

From Prescription Upload to Safety Report

Every prescription goes through 7 AI safety layers in under 10 seconds.

๐Ÿ“ธ

Scan

Upload prescription photo

๐Ÿ”ค

OCR

AI reads every drug & dose

๐Ÿงช

Identify

Map to chemical identity

โš ๏ธ

Check

Run 7 safety layers

โญ

Suggest

Recommend best generics

โœ…

Report

Full safety report ready

๐Ÿ” Clinically Verified

38 Claims. Independently Fact-Checked.

Every pharmacological claim in the PranaDrug SRS was independently verified against peer-reviewed medical literature, FDA guidance, WHO standards, and authoritative pharmacological databases.

โœ… Verified

Paracetamol IUPAC Identity

N-(4-hydroxyphenyl)acetamide confirmed by PubChem, NIST, and ChEBI.

โœ… Verified

Grapefruit + CYP3A4 Interaction

Simvastatin levels increase ~260% via CYP3A4 inhibition. Confirmed by American Journal of Medicine.

โœ… Verified

Warfarin + Vitamin K Foods

One of the best-established drug-food interactions in clinical pharmacology.

โŒ Error Corrected

Metformin + Grapefruit

Original claim corrected: Metformin is NOT metabolised by CYP3A4. Replaced with simvastatin example.

โŒ Error Corrected

Paediatric Paracetamol Dose

Corrected from 75 mg/kg/day to 60 mg/kg/day per MSF, BNFc, and CHPA guidance.

โš ๏ธ Caution Refined

Adult Paracetamol Max Dose

Qualified: 4,000 mg/day for healthy adults; reduced to 3,000 mg/day for elderly and liver disease.

๐Ÿ›๏ธ Regulatory Compliance

Built to Indian & Global Standards

Indian Regulatory Framework

๐Ÿ“œ
Drugs & Cosmetics Act, 1940Drug scheduling & dispensing regulations
๐Ÿฅ
CDSCO Medical Device RulesAI clinical decision support classification
๐Ÿ”’
DPDP Act, 2023Data protection & patient consent framework
๐Ÿ‡ฎ๐Ÿ‡ณ
ABDM / ABHA IntegrationNational Digital Health Mission compliance

Clinical Standards

๐Ÿ”—
HL7 FHIR R4Health data interchange & MedicationRequest resources
๐Ÿงฌ
SNOMED CT & ICD-11Clinical terminology & disease classification
๐Ÿ’Š
RxNorm & ATC ClassificationDrug normalisation & therapeutic categorisation
๐ŸŒ
WHO Model FormularyEvidence base for interaction & contraindication data
๐Ÿš€ Development Roadmap

5-Phase 12-Month Build Plan

Phase 1 (1-3 Mo)

Foundation

OCR Ingest, Drug NER, Core drug database, PranaDB schema

Phase 2 (4-6 Mo)

Safety Engine

Interaction engine (4 grades), Dosage validation, Age classifier, Mobile UI

Phase 3 (7-9 Mo)

Intelligence Layer

Brand mapping, Star ratings, Vital sign integration, Lab report intelligence

Phase 4 (10-11 Mo)

Clinical Governance

Physician approval workflow, Drug-food engine, Multilingual explanations, Audit logging

Phase 5 (Month 12)

Testing & Launch

Clinical validation with MSR hospital data, Security testing, Soft launch Bengaluru

๐Ÿ›ก๏ธ AI Safety Principles

No Black Boxes. Every Decision Explainable.

PranaDrug adheres to strict AI safety principles โ€” not as optional features, but as foundational design constraints.

๐Ÿ”Ž

Explainability

Every AI recommendation comes with a traceable, human-readable explanation. No black-box outputs in clinical decision support.

๐Ÿ“Š

Uncertainty Quantification

When the AI has low confidence, uncertainty is surfaced to the user rather than suppressed. Honest confidence scoring.

๐Ÿ‘จโ€โš•๏ธ

Human-in-the-Loop

No AI output directly changes medication without human clinical approval. Physician override with documented rationale.

๐Ÿ“ˆ

Continuous Monitoring

All AI models monitored for performance drift against gold-standard test sets updated quarterly.

โš–๏ธ

Bias Audit

Regular audits for performance disparities across age groups, genders, and Indian regional populations.

โšก Performance Specifications

Enterprise-Grade Reliability & Speed

99.9%System Uptime SLA
<10sPrescription Processing
<2s20-Drug Interaction Check
500KConcurrent User Capacity
AES-256Data Encryption + TLS 1.3

PranaDrug โ€” Making Every Prescription Safer

AI-powered drug safety intelligence integrated into the Prana AI ecosystem. Partner with us to bring clinical-grade medication safety to every patient.

๐Ÿค Partner With Us ๐Ÿ“ฑ Prana AI Platform
๐Ÿ’ฌ