AI-Enabled Verification

Linque’s AI-Enabled Verification ensures your operations remain accurate, compliant, and efficient, especially when human errors or legacy systems fail. It adapts intelligently, verifying processes at machine speed so teams stay ahead.

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Faster, Smarter Verification for Modern Operations

In high-stakes industries, precision matters, but static verification slows progress. Linque’s AI-Enabled Verification embeds intelligent oversight into every step, so you validate smarter, move faster, and maintain control without disruption.

What AI-Enabled Verification Delivers

Validate compliance steps in real time, reducing errors
Scale easily from SKUs to complex
process checks
Maintain audit readiness with built-in traceability
Adapt intelligently to evolving SOPs and operations
Integrate seamlessly across IT, OT, and AI layers

Reduces manual errors with real-time compliance

Speeds verification timelines by eliminating manual tasks

Improves audit readiness with structured traceability

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FAQs

What is AI-enabled Verification?

AI-enabled Verification is Linque’s solution that uses advanced AI to generate validation lifecycle documents like URS, FRS/DDS and test scripts. It leverages company SOPs, validation plans and past records to deliver consistent, audit-ready outputs.

Is the solution validated?

Yes. Linque provides a complete compliance package with qualification documentation and risk-based testing evidence, so customers can quickly perform PQ within their own framework.

How does this align with FDA’s CSA guidance?

It directly supports CSA’s goals of critical thinking, risk-based assurance and reduced documentation burden by automating repetitive tasks and improving consistency.

How does this align with FDA’s AI guidance?

The system is explainable and auditable, linking each output to its source and maintaining full logs. Human review and approval always remain in place.

How is data integrity maintained?

All documents follow ALCOA+ principles and are version-controlled, time-stamped and traceable to both source material and user activity.

What problems does this solve for Pharma companies?

It shortens validation timelines, reduces rework and improves standardization. This enables scaling of compliance activities without scaling headcount.

Does this replace validation engineers?

No. The AI reduces manual effort but validation engineers and QA professionals remain accountable for review and approval.

How secure is the system?

It runs in a validated, GxP-compliant environment with encryption, role-based access and full audit trails.

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