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AI-enabled quality management

The agentic eQMS that keeps a human in every GxP loop

Deviations, investigations, root-cause analysis, CAPA, change control, documents, training and audits live in one intelligent platform. AI brings structure and speed, and qualified people make every decision.

20+Quality modules
6Steps in the agentic investigation
100Point risk score for open records
0AI auto-approvals, ever
Quality intelligence

Investigations that hold up

AI brings structure to deviations and CAPA without blurring the line between narrative and the validated system of record.

Agentic investigations

Parse the narrative, fetch context, summarise evidence, check data integrity, then draft the RCA and CAPA.

AI triage at intake

Suggested codes, criticality and reportability on every intake form.

Similar-event detection

Semantic matching against past records, with a match percentage, to catch recurrence early.

Ask your QMS

Multi-turn chat across documents, SOPs and quality records, with citations.

Predictive quality

A 0–100 risk score with reasons for every open record, and spikes shown as emerging signals.

AI audit-trail review

Flags ALCOA+ anomalies: changes without a reason, deletions, after-hours edits and bursts of edits.

Regulatory gap analysis

Checks controlled documents against 21 CFR 820/QMSR, EU Annex 11 and ICH Q10: covered, partial or gap.

No-code configuration

Codelists, custom fields, quality groups, risk formulas, numbering, notifications and schedulers.

Report builder

Templates built from sections and fields, with Excel and PDF export, and exports are audited too.

Modules

A complete quality ecosystem

EVENTS & ISSUES

Record and investigate

  • Deviations & incidents
  • Quality issues & NCR
  • OOS results
  • Complaints & recalls
  • Investigations
ACTIONS & CHANGE

Correct and improve

  • CAPA with effectiveness checks
  • Change requests
  • Risk management (RPN)
  • Batch release
  • Periodic review
PEOPLE & PARTNERS

Govern and prove

  • Document management & versions
  • Training, certificates & badges
  • Audits & suppliers
  • Regulatory intelligence
  • My tasks, alerts & messages
Deviation to closure

A CAPA loop with accountability built in

Record

Create the deviation, attach evidence, and let AI suggest codes and criticality.

Investigate

Assign an investigator. The AI analysis drafts the root cause, and a person reviews it.

Approve & act

E-signed approval, then CAPA carried out by the owners assigned to it.

Verify & close

Effectiveness is verified before closure, and everything lands in the audit trail and dashboard.

Compliance & control

Signatures and an audit narrative you can defend

Designed around 21 CFR Part 11, EU Annex 11, GxP and ALCOA+, with the FDA and EMA AI guidance in mind.

Part 11 e-signatures

Password and reason for every controlled action, with configurable reason text.

Central audit trail

Every change, export and signature, searchable in one viewer.

Multi-site operations

Filter by organisation, site, module and date, with folder-level access by role, group or user.

Validation support

IQ/OQ/PQ documentation to support your computer system validation.

AI agents running an investigation workflow with a human approving the CAPA
Nirnāśā AI · human-governed
AI inside

Agentic investigations, human sign-off

An agent pipeline parses the narrative, gathers context, checks data integrity and drafts the root cause and CAPA. Qualified people approve every decision.

Agentic RCA & CAPA

Parse, gather context, summarise evidence, check integrity, draft RCA and CAPA.

Similar-event detection

Semantic matching against past records, with a match percentage.

Predictive quality

A 0–100 risk score with reasons, and spikes shown as emerging signals.

AI audit-trail review

Flags ALCOA+ anomalies such as changes without a reason or edit bursts.

How Nirnāśā AI works

Quality intelligence your teams can stand behind

See an AI-assisted investigation go from deviation to an e-signed CAPA in one walkthrough.

Support available now

24/7 on-call technical support for every service

Our support team is available around the clock for all Nirnāśā services, so your safety operations never stop.

  • PV Intake
  • ICSR Suite
  • Aggregate Manager
  • Signal Management
  • PSMF
  • QMS
  • Voice Connector