One-page briefs for quality, regulatory and operations leaders on putting AI to work in a GxP quality system, each with its sources, charts and the controls that keep decisions with qualified people. Share a few details to download a paper.
InvestigationsRoot cause analysisCAPA
From deviation to defensible root cause
AI-enabled investigations for GxP manufacturing
Why inadequate investigations remain among FDA's most frequent observations, and how an AI-drafted analysis, hypothesis testing and an 11-point root cause check keep every decision with the investigator.
PDF · 1 page · October 2026
Agentic QMSArchitectureAI agents
One quality system, one AI layer
The case for an Agentic QMS
What separate quality systems cost in validation, interfaces and oversight, and how one compliant record layer lets AI agents see the whole quality system and act only with a person's approval.
PDF · 1 page · October 2026
Quality risk managementFMEAICH Q9(R1)
Risk assessments that stay true to the data
Q Intelligence and the AI-enabled FMEA
Quality risk management under ICH Q9(R1): occurrence and detection scored from the organization's own records, every Critical and High risk followed up, and the residual risk accepted on evidence.
PDF · 1 page · October 2026
Regulatory affairsNDA and BLAPost-approval changes
From change control to filed dossier
AI-enabled regulatory submissions on an Agentic QMS
Post-approval changes screened for five markets, NDA and BLA dossiers checked against a 62-section eCTD template, and submission text in which every claim quotes its source.
PDF · 1 page · October 2026
Complaint handlingInvestigationsBacklog
From complaint to closed CAPA, with nothing left behind
An Agentic QMS for complaints, investigations and backlog
The reporting clocks a complaint can start, how AI triage hands each complaint to an investigation with its evidence, and how a risk-ranked backlog puts the oldest serious records first.
PDF · 1 page · October 2026
LIMSCalibrationLogbooksCMMS
Lab and plant, connected
LIMS, calibration, logbooks and CMMS on one AI-enabled infrastructure
How shared records turn GMP dependencies into rules: no result on an out-of-calibration instrument, calibration failures feeding maintenance reliability, and logbook reviews the system checks first.
PDF · 1 page · October 2026
ValidationCSV and GAMP 5Project management
Validation, digitized and on schedule
Electronic validation with project management built in
Eighteen templated validation documents on the V-model, electronic test execution with traceability, and a schedule that reports every day whether the validation project is on track.
PDF · 1 page · October 2026
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