QA²I's pipeline handles the full lifecycle of pharmaceutical quality documentation, whether you need to create it from scratch or evaluate existing documents for compliance gaps.
Built on a multi-agent architecture where specialized AI agents handle distinct phases of the PQR workflow: data extraction, statistical analysis, narrative generation, and compliance validation. Each agent is domain-trained on GMP regulatory corpora and operates within strict guardrails defined by your SOPs.
The system integrates with your existing quality management infrastructure via secure API connections: no data leaves your environment, no cloud dependencies you don't control.
Every output is traceable to its source data. Every decision point is logged. QA²I is designed not merely to comply with GMP requirements but to make compliance demonstrable, giving inspectors the transparency they need and QA teams the confidence that nothing has been overlooked.
Aligned with ICH Q7 guidelines, EU GMP Annex 15, FDA process validation guidance, and PIC/S recommendations. Our validation documentation is available under NDA.
Explore our resourcesThe creation pipeline automates the most time-consuming phases of PQR authoring while maintaining full human oversight at every approval gate.
Batch records, deviations, CAPA logs, stability data, and process parameters are automatically collected from your quality systems.
The agent maps relationships across data silos: linking deviations to batches, CAPAs to root causes, trends to process parameters.
Statistical process control and trend analysis flag out-of-spec results, emerging patterns, and potential compliance gaps.
Narrative sections are drafted in regulatory language, with inline citations to source data and automatic table/chart generation.
Every draft section surfaces for qualified human review. Reviewers approve, annotate, or return sections. The agent never publishes autonomously.
Approved sections are compiled into the complete PQR document with full audit trail, version history, and regulatory formatting.
Specialized agents handle each phase of the pipeline: extraction, analysis, narrative generation, and compliance validation, instead of one generic model doing everything.
Every draft section requires qualified human approval before use. The agent never publishes autonomously; it's a structural feature of the pipeline, not an optional setting.
Every output is traceable to its source data, and every decision point in the pipeline is logged, from ingestion through final assembly.
Built and aligned against ICH Q7, EU GMP Annex 15, FDA process validation guidance, and PIC/S recommendations, not generic AI retrofitted onto compliance.
One system covers the full PQR lifecycle: Creation drafts new PQRs from raw data, Evaluation audits documents you already have.
Integrates with your existing quality infrastructure via secure API connections. No data leaves your environment, no cloud dependencies you don't control.
If your team has a different quality or compliance challenge in mind, we'll work with you to design and develop a new solution built on the same AI-driven, audit-ready foundation.
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