Deviations classified, routed, and closed on time
AI-assisted intake classification routes each deviation to the right owner with the right priority. SLA tracking and escalation built in. Full investigation-to-closure audit trail.
Inconsistent intake creates downstream problems
When deviations are reported inconsistently, classified manually, and tracked in spreadsheets, the downstream consequences compound: CAPA timelines slip because routing was delayed, investigations are superficial because the intake description lacked context, and inspectors find the same root cause appearing repeatedly because no systematic pattern detection exists.
Katalyze AI standardizes deviation intake with an AI-assisted classification step that extracts structured fields from free-text descriptions, assigns severity, and routes automatically before a human touches it.
- Structured intake from free-text or form entry
- AI severity classification: critical, major, minor
- Automatic CAPA owner assignment
- SLA tracking with automated escalation
- Pattern detection across deviation history
What the Deviations module does
AI-assisted classification
Natural language processing extracts product, process, and equipment context from deviation descriptions and maps them to your SOP-defined classification taxonomy.
Automatic routing
Each deviation routes to the assigned CAPA owner based on classification, product line, and site. No manual triage queue, no routing email chains.
SLA enforcement
Configurable SLA targets by severity class. Automated reminders and escalations keep investigations on track and QA management informed before a breach, not after.
Trend analysis
Cross-deviation pattern detection surfaces recurring root causes by product, process step, equipment, and operator before they become repeat findings in inspections.
CAPA linkage
Each deviation links to its associated CAPA record with bidirectional traceability. Closure of a deviation requires linked CAPA to be in active or closed status.
Inspection-ready records
All deviation records are exportable in standard formats used in FDA and EMA inspections: investigation history, evidence attachments, correction and corrective action linked.
Show us your current deviation backlog
In a demo call, we will walk through how Katalyze AI would classify and route your current open deviations, and show the SLA tracking and trend dashboard against your deviation types.