APQR

AmpleLogic APQR is a cloud-based, SaaS annual product quality review software designed for pharmaceutical companies, API manufacturers, CDMOs, biotech and bioscience organizations, and CROs. It automatically aggregates manufacturing, quality, and laboratory data across enterprise systems to generate compliant PQR and Quality Management Review (QMR) reports, supporting regulatory inspection readiness and continuous process verification. The platform is built in alignment with US FDA and GMP requirements and complies with ICH Q7, ICH Q10, EU GMP Annex 15, FDA 21 CFR 211, WHO TRS, and regional health authority standards.

Traditional PQR workflows typically require 70–120 hours of manual effort per product, with approximately 80% of that time spent on data collection, collation, and report compilation. AmpleLogic APQR addresses this by replacing manual data transfers, static charting in tools such as Minitab or Excel, and fragmented cross-functional workflows with automated data ingestion, built-in statistical analysis, and structured electronic review processes.

Core Capabilities

• Automated data ingestion from LIMS, ERP, QMS, RIM, MES/eBMR, DMS, stability systems, supplier records, calibration systems, and logbooks through cross-system connections, creating a single source of truth
• Automated batch analysis with statistical analyses and control charts generated using built-in R tools, eliminating dependency on external tools such as Minitab, SAS, or SPSS
• Embedded electronic APQR document with relationship automation that auto-links quality events, CAPAs, deviations, and change controls, including history of previous APQR open items for full traceability
• Action tracking with corrective action creation, assignment, and monitoring, automated effectiveness check processing, and 5 Whys root cause analysis
• Configurable formatted output templates, automated binder and dossier assembly, PQR report generation, executive summaries, and dashboards for exception-based review
• Built-in Continued Process Verification (CPV) monitoring and process validation capabilities with automated statistical analysis and quality trend analysis
• Multi-site quality governance with harmonized APQR and QMR templates, cross-site product comparisons, central quality dashboards, supplier periodic review (SPR) tracking, and global product lifecycle monitoring

Template and Document Management

• Configurable APQR program templates based on product type (tablet, injectable, API, biologic), manufacturing site, and regulatory market (US, EU, India, Japan)
• Built-in template version management to maintain standardized and compliant review structures across multiple products and global markets
• Automatic versioning of APQR and PQR documents to maintain traceability and compliance
• Centralized master data management for quality and process parameters, including limit types such as NLT, NMT, Min, Max, Equal To, Descriptive, and Report Value
• Configurable review and approval workflows involving cross-functional stakeholders including Manufacturing, QA, QC, and Regulatory teams
• On-demand automated PQR report generation based on selected review periods using standardized templates

Statistical Analysis and Process Monitoring Features

• Automatic calculation of Cp, Cpk, Pp, Ppk, and standard deviation for process capability assessment
• Six-pack report generation using 3 Sigma and 6 Sigma performance indices, including I-charts, normal probability plots, and batch variation analysis
• Color-coded Cpk indicators for visual process capability assessment
• Nelson's Rules implementation to detect non-random patterns and out-of-control conditions in CPV reporting
• Critical Control Point (CCP) monitoring with tolerance limit definition and automatic escalation for excursions beyond Proven Acceptable Range (PAR) or Normal Operating Range (NOR)
• Automated OOS and OOT detection and trending across all parameters
• Batch-wise trend reporting covering granulation, compression, coating, and packing yields
• Process parameter comparison reports for evaluating the impact of CAPA actions, vendor changes, or process improvements
• Golden Batch identification support through historical performance analysis
• Long-term stability trend monitoring and yield performance analytics
• Cross-referencing of deviations, complaints, and CAPAs to identify systemic risks and root cause patterns across products and manufacturing sites
• Automated alerts for review delays beyond seven days and warnings for deviations, OOS, and OOT scenarios
• Real-time batch release decisions driven by APQR insights, including pending deviation status and product quality parameter limit checks

AI and OCR Capabilities

• OCR-based data extraction from scans, handwritten records, and PDFs to support paperless quality review and reduce manual data entry errors
• AI chatbot for querying historical quality data, identifying process deviations, and performing root cause analysis
• AI-generated section-wise automated summaries and conclusions in final reports, reducing manual narrative writing
• AI-assisted 5 Whys root cause analysis integrated into the action tracking workflow
• Intelligent quality incident triage to determine escalation requirements, with real-time QA alerts
• Automated language translation for complaint processing, data translation, and global team collaboration

Enterprise System Integrations

• RIMS: Cross-system quality-RIM connection for regulatory data sharing and compliance reviews
• eQMS: Deviations, CAPAs, complaints, change controls, and continuous improvement records
• LIMS: Lab incidents, OOS/OOT data, and analytical results
• MES/eBMR: Production QMS data, batch records, and pharmaceutical manufacturing data
• DMS: New and updated documents linked to reviews
• Supplier systems: Supplier periodic review, supplier change notifications, and vendor quality data
• eLOG: Logbook data from manufacturing operations
• CAPS: Calibration, instrument records, and audit program planning data
• ERP: External system data and supply chain information
• Stability systems: Stability study data for trending and shelf-life analysis

Regulatory Compliance and Platform Governance

• Supports regulatory expectations from FDA, EMA, MHRA, WHO, and CDSCO
• 21 CFR Part 11 compliance with electronic signatures and change justification
• Complete audit trails with reasons for change tracking and 100% audit trail coverage
• Validation-ready architecture supporting IQ/OQ/PQ processes
• Role-based access control across quality teams
• Regulatory alignment with FDA 21 CFR 211, EU GMP Annex 15, ICH Q7, ICH Q10, and WHO TRS

AmpleLogic APQR is deployed as a cloud-based SaaS platform and has been implemented at multi-site pharmaceutical organizations including Mankind, BSV, and Alkem, supporting harmonized global templates alongside site-specific data models, workflows, report formats, and statistical requirements.