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Fundamentals

The 6 Most Common Validation Acronyms, Decoded

New teams often treat validation like a vocabulary test. Here is a fast decode of common terms with the practical meaning behind…

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Stop memorizing acronyms, understand the intent

New teams often treat validation like a vocabulary test. Here is a fast decode of common terms with the practical meaning behind each.

The essential six

CSV: proving software is fit for intended use, with evidence.

GxP: practices that protect patient safety, product quality, and data integrity.

URS: user requirements, what the system must do in your process.

IQ/OQ/PQ: structured evidence that the system is installed or configured, operates correctly, and performs in real use.

ALCOA+: characteristics of trustworthy records.

Part 11: rules for trustworthy electronic records and signatures in relevant contexts.

Acronyms matter less than the logic: intended use, risk, controls, and evidence.

How this looks with an agentic layer

The fundamentals above do not change when validation is automated - they get enforced earlier. On a layer like Qualitum, intended use, risk and evidence are structured inputs rather than documents someone remembers to write: agents draft against them, maintain the traceability, and hand the result to a named human for approval.

  • Intended use and critical data are captured once and reused across the lifecycle
  • Evidence is generated with its traceability attached, not reconstructed for the audit
  • The approval - and the accountability - stays with your named reviewer

Systems and standards referenced

Primary sources for every platform and clause named above. External links open the vendor’s or regulator’s own documentation.

Platforms

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Editor’s note

Evaluating an agentic platform? Put it on the same grid as the incumbents - and make it produce one real executed protocol.

Talk to the editors

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