An inspector writes one paragraph.

Answering it will take your quality team three weeks, and the answer has to survive being read back to you.

Observation — illustrative

Written procedures for sampling are not consistently followed, and the records do not show the step was witnessed by a second analyst.

Fictional text. Not from any real inspection, company or product.

  • Root cause · BR-2291The step was performed but not witnessed — the batch record has no field for it
  • Correction · SOP-QC-014Analysts re-trained, the four Q3 batches re-reviewed
  • Preventive · DEV-0471A witness signature field added, and tracked in the deviation log

Every paragraph carries the record it rests on.

Not a model's recollection of a document. The document.

Nothing is filed until QA signs.

In a GMP environment a wrong answer is worse than no answer, so the system drafts and a qualified person decides.

Illustrative. The observation is fictional and names no real inspection, company or product.

Every line traces back to evidence.

Quality teams do not need a model with opinions. They need a draft that shows its working, points at the record it came from, and waits for a qualified person to sign it.

AI built with the people who face the inspectors.

Praverse builds the AI. Nexgen Pharma Solutions brings inspection-floor practice — QMS, QA and QC, DMF filings in eCTD format, audit readiness, and inspection support across USFDA, EU-GMP, WHO-GMP, EDQM, ANVISA and MFDS (Korea).

It is led by Ashwani Shrivastav, who also advises Praverse on quality systems. One engagement can cover audit readiness and the systems that keep you ready, without two vendors blaming each other.

  • The draft is written by people who know the finding

    Not a general-purpose model guessing at what an investigator wanted to see.

  • Review is done by the same practice

    The consultants who would sit with you in an inspection also shape what the system drafts.

  • One accountable engagement

    The software and the quality advice answer to each other.

Eight modules.

Most teams start with 483 responses or inspection readiness, then add the rest as trust builds.

  • FDA 483 response assistUsual entry point
  • OOS/OOT analysis
  • Data integrity review (ALCOA+)
  • Document intelligence (SOPs)
  • CAPA reasoning
  • Quality risk management
  • Human error investigation
  • Inspection readinessUsual entry point

Ingest to archive.

  1. Ingest
  2. Analyse
  3. Draft
  4. Review
  5. Archive

Review is a stage, not a setting. Nothing leaves the pipeline without passing through it.

Designed around

  • USFDA 21 CFR 211
  • ICH Q9
  • ICH Q10
  • ALCOA+

All AI outputs are drafts that need final review by qualified personnel. No diagnosis, compliance guarantee or automated decision-making is implied.

Architecture, mapped to the rules.

Which architectural feature is designed to support which regime. This is a description of how the system is built — not a certification, an audit result, or a claim of compliance. Your qualification remains yours.

Feature → regime it is designed to support
GDPREU AI ActHIPAA21 CFR Part 11India DPDP Act 2023
Audit trailDesigned to support GDPRDesigned to support EU AI ActDesigned to support HIPAADesigned to support 21 CFR Part 11Designed to support India DPDP Act 2023
Data residencyDesigned to support GDPRDesigned to support EU AI ActDesigned to support HIPAADesigned to support India DPDP Act 2023
Human approvalDesigned to support GDPRDesigned to support EU AI ActDesigned to support 21 CFR Part 11Designed to support India DPDP Act 2023
Access controlDesigned to support GDPRDesigned to support HIPAADesigned to support 21 CFR Part 11Designed to support India DPDP Act 2023
EncryptionDesigned to support GDPRDesigned to support HIPAADesigned to support 21 CFR Part 11Designed to support India DPDP Act 2023
On-prem / edge optionDesigned to support GDPRDesigned to support EU AI ActDesigned to support HIPAADesigned to support India DPDP Act 2023

Inspection coming?

Send us the scope. You get a written plan within two business days.