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.
Pharma & regulatory AI
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.
Why us
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.
The suite
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
Pipeline
Ingest to archive.
- Ingest
- Analyse
- Draft
- Review
- 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.
Built for regulated markets
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.
| GDPR | EU AI Act | HIPAA | 21 CFR Part 11 | India DPDP Act 2023 | |
|---|---|---|---|---|---|
| Audit trail | Designed to support GDPR | Designed to support EU AI Act | Designed to support HIPAA | Designed to support 21 CFR Part 11 | Designed to support India DPDP Act 2023 |
| Data residency | Designed to support GDPR | Designed to support EU AI Act | Designed to support HIPAA | Designed to support India DPDP Act 2023 | |
| Human approval | Designed to support GDPR | Designed to support EU AI Act | Designed to support 21 CFR Part 11 | Designed to support India DPDP Act 2023 | |
| Access control | Designed to support GDPR | Designed to support HIPAA | Designed to support 21 CFR Part 11 | Designed to support India DPDP Act 2023 | |
| Encryption | Designed to support GDPR | Designed to support HIPAA | Designed to support 21 CFR Part 11 | Designed to support India DPDP Act 2023 | |
| On-prem / edge option | Designed to support GDPR | Designed to support EU AI Act | Designed to support HIPAA | Designed to support India DPDP Act 2023 |
Inspection coming?
Send us the scope. You get a written plan within two business days.