Streamline your deviations management with our AI Agents
Your best QA engineers shouldn't be writing deviation reports. Devin handles classification, root cause analysis, and CAPA documentation, so your team focuses on decisions, not documentation. Built by Visium for regulated environments.
Capture, classify, resolve — AI-powered Deviation Management from report to release
Smart reporting
No delay between event and documentation. Capture is independent of your QMS, so nothing waits on system availability.
Consistent, AI-assisted classification and data-driven prioritization
Avoid unnecessary escalations with AI-supported deviation categorization and identify high-impact deviations that could delay batch release early and reliably
AI-supported Root Cause Analysis
Automatically generate root-cause recommendation based on similar historical deviations
AI-supported CAPA generation
Suggesting corrective and preventive action effectiveness based on historical examples and automate monitoring for similar deviations to determine success of remediation action
Quality-assured documentation and regulatory context at your fingertips
Improve clarity, consistency, and compliance through automated text reviews and retrieve relevant regulatory assessments to support one-time batch release
Measure CAPA effectiveness and automate monitoring
Summarize historical outcomes to understand which actions truly work and track similar deviations over time to validate successful remediation
Measured impact
40–60%
Reduction in time to close
Every deviation closed faster is a risk removed sooner. Devin compresses the cycle from event capture to completed CAPA — without cutting corners on documentation quality.
40%
Reduced cycle time
Fewer manual handoffs between capture, classification, and root cause means less time in process & less exposure between the deviation occurring and the corrective action being in place.
2-7 weeks
Reduction in lead time
Unresolved deviations have a compounding cost. Devin eliminates the bottleneck between event and resolution.
Built around your workflows
Most document automation tools require you to adapt to their structure. Visium is configured to yours; your templates, your data systems, your institutional knowledge, your review processes.
Capture deviations the moment they happen
Deviations are logged at source via text, voice, or photo, directly on the floor, independent of your QMS
No transcription delays
No data lost between event and documentation.
Teams using Devin close deviations 40–60% faster.
Root cause analysis built on how your facility actually operates
Devin draws on your historical deviation data, SOPs, and process records to generate root cause recommendations.
Analysis reflects your environment.
Facilities report 10–50% faster root cause identification when analysis is grounded in institutional knowledge.
Deeper investigation through cross-system data
Root cause is rarely visible in QMS data alone.
Devin connects ERP, LIMS, and operational records to surface correlations that single-source analysis misses and flags systemic patterns before they become audit findings.
Cross-system analysis contributes directly to a 10–25% reduction in total deviation volume over time.
Consistent documentation quality
Every CAPA document is structured to regulatory standard, generated from the same institutional knowledge base, and quality-checked before output.
The model improves with each deviation it processes.
Clients report 40% reduction in authoring cycle time and measurably improved consistency across deviation reports.
The controls your compliance and IT teams will ask about — already built in
Every agent action is logged, traceable, and exportable for regulatory inspection; with role-based controls, GxP validation support, and human sign-off built into the workflow before deployment, not bolted on afterward.
ISO/IEC 27001-aligned ISMS (certification planned for 2026) and SOC 2 attestation planned.
Privacy-by-design aligned with GDPR and HIPAA-ready architecture.
Validation-ready architecture supporting GxP-regulated workflows (e.g. audit trails, reliability, HIL)
Risk-based AI safety framework aligned with FDA/EMA guidance and EU AI Act principles.
We connect what matters: Any system, every stack
