AINNA NeuralOps · Farmasi

AI-Powered Pharmacy Intelligence

Protect patients with smart dispensing, expiry tracking, and drug interaction checks — designed for Malaysian pharmacies and hospital dispensaries.

0Dispensing Errors
99.8%Expiry Prevention
50%Faster Dispensing
Core Systems

Array Detached Systems

Integrated AI solutions for Pharmacy.

Smart Dispensing Robot

Robotic arm-assisted dispensing with barcode verification ensures the right drug, right dose, right patient. Integrates with existing shelving and dispensing counters.

Robotic Arm Barcode Verify Right Dose

Expiry Tracker AI

Computer vision scans expiry dates during stock intake and shelf audits. Predicts optimal dispatch sequence and alerts before medications approach expiry.

CV Scanning FEFO Logic Auto Alert

Patient Record Intelligence

PDPA-compliant digital patient profiles with allergy history, chronic conditions, and medication timeline. Enables pharmacist decision support at dispensing.

PDPA Compliant Allergy Track Timeline

Drug Interaction Checker

Real-time analysis of prescriptions against the Malaysian Drug Formulary. Flags dangerous interactions, contraindications, and duplicate therapies before dispensing.

Real-Time Formulary Flag Risk

Inventory Replenishment

Demand-driven stock replenishment with MOH tender pricing integration. Auto-generates purchase orders based on consumption patterns and lead times.

Demand-Driven MOH Pricing Auto PO

Prescription Verification

Multi-point verification: prescription authenticity check, dosage validation against patient profile, and final barcode scan before handover.

Multi-Point Authenticity Final Scan

Cold Storage Monitor

Continuous temperature and humidity monitoring for cold chain medications. Instant alerts for excursion events with compliance reporting for NPRA.

24/7 Monitor NPRA Report Excursion Alert

Schedule II Control

Automated tracking and logging for controlled substances (Kumpulan A & B poisons). Biometric access, real-time stock reconciliation, and MOH reporting.

Kumpulan A/B Biometric MOH Report

Pharmacist Decision Support

AI-powered clinical decision support at the dispensing window. Suggests therapeutic alternatives, dosing adjustments for renal/hepatic patients, and OTC recommendations.

Clinical AI Alternatives Dosing Check

Claims Processing AI

Automated insurance and peka b40 claim submission with eligibility verification, claim validation, and rejection analysis. Reduces claim turnaround from weeks to days.

Auto Submit Peka B40 Fast Reimburse
Safety & Compliance

Array Management Systems

Enterprise-grade protection for all AI systems.

Patient Data Privacy (PDPA)

Full PDPA compliance for patient health records. Consent management, data anonymization for analytics, and right-to-access automation.

PDPA Consent Mgmt Anonymize

Drug Safety Compliance

Automated compliance with NPRA guidelines, GPP (Good Pharmacy Practice), and MOH drug registration requirements. Pre-dispensing safety checks.

NPRA GPP MOH Compliant

Cold Chain Integrity

End-to-end temperature logging from supplier delivery to patient handover. Tamper-proof records with automated excursion reports for regulatory audit.

E2E Logging Tamper-Proof Audit Ready

Controlled Substance Logging

Immutable digital logbook for Kumpulan A and B poisons. Dual-verification dispensing, biometric access control, and automatic MOH reporting.

Immutable Log Dual Verify Auto Report

Access Control

Role-based access: pharmacist, assistant, intern, cashier. Tiered permissions for dispensing, controlled substances, and financial operations.

RBAC Tiered Perms Role Based

Audit Trail

Complete traceability for every prescription, dispensing action, and inventory movement. Regulatory-grade logs ready for NPRA inspection at any time.

Full Trace NPRA Ready Regulatory Grade

Encrypted Records

AES-256 encryption for all patient records and prescription data. Secure cloud backup with zero-knowledge architecture — only authorized pharmacists can decrypt.

AES-256 Zero Knowledge Pharmacist Only

Incident Response

Structured response protocols for dispensing errors, cold chain breaches, and controlled substance discrepancies. Automated notification chains and root cause tracking.

Error Protocol Breach Alert Root Cause
Use Cases

Array Use Cases

Real-world AI applications for your sector.

Expiry Prevention

Identifies medications within 90 days of expiry and triggers markdown pricing, supplier returns, or donation routing. Eliminates expired stock on shelves.

90-Day Alert Markdown Donate

Interaction Alerts

Pharmacist receives real-time alerts during dispensing when a patient's prescription profile shows potential drug-drug or drug-food interactions.

Real-Time DDI Check Food Interact

Auto-Replenishment

Top-selling OTC and chronic disease medications are automatically re-ordered based on daily dispensing patterns. Prevents lost sales from stockouts.

Daily Pattern No Stockout Auto Order

Patient Adherence Tracking

Monitors refill patterns for chronic disease patients (diabetes, hypertension). Flags patients who miss refills and triggers pharmacist outreach via WhatsApp.

Refill Pattern Chronic Care WhatsApp Alert

Insurance Claims Audit

Pre-submission audit catches common claim errors: wrong dosage code, missing diagnosis reference, expired policy. Reduces rejection rate from 25% to under 3%.

Pre-Check Code Validation <3% Reject

Controlled Drug Reconciliation

Daily automated reconciliation of Kumpulan A & B stocks against dispensing logs. Immediate alerts for discrepancies or unusual consumption patterns.

Daily Check Auto Reconcile Alert on Gap

Compounding Quality

AI-guided compounding workflow with ingredient verification, dosage calculation, and quality checks. Ensures GPP compliance for custom formulations.

GPP Guided Ingredient Verify Quality Check

Customer Health Screening

Walk-in blood pressure, blood glucose, and BMI screening with automatic patient record updates. Builds longitudinal health profiles for better dispensing decisions.

Walk-In Auto Record Health Profile
Benefits

Array AINNA

The advantages of deploying NeuralOps in your industry.

Zero Dispensing Errors

Multi-point verification eliminates wrong-drug, wrong-dose, and wrong-patient errors. Target: zero medication errors reaching the patient.

Regulatory Compliance

Automated NPRA, GPP, and PDPA compliance reduces audit preparation from days to minutes. Always inspection-ready.

Reduced Waste

Expiry prevention and demand-driven inventory reduce medication waste by up to 60%. Better for the environment and the bottom line.

Patient Safety

Interaction checking, allergy alerts, and adherence tracking create multiple safety nets. Patients receive safer, more personalized care.

Efficient Operations

Automated dispensing, inventory, and claims processing free pharmacist time for clinical services. 50% faster prescription turnaround.

Cost Savings

Reduced waste, fewer rejected claims, optimized purchasing, and leaner staffing deliver 20-35% reduction in operational costs for Malaysian pharmacies.

Ready to Transform Your Farmasi Operations?

Contact us to discuss how AINNA NeuralOps can deploy AI-powered detached systems for your operations.

AINNA

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