White papers

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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Talk it through with someone who has run a plant

Bring your backlog, your systems map or one investigation that keeps coming back. We will tell you plainly what we would do and what we would leave alone.

In the first meeting we cover

  • Your current QMS and how it connects to MES, LIMS and ERP
  • Where deviations, CAPAs and change controls slow down
  • Whether a readiness assessment makes sense, and what it would cover