Ask many Quality professionals what frustrates them most and the answer may not be quality itself.
It is administration.
Searching for records. Copying information between systems. Preparing summaries. Chasing actions. Formatting reports. Reviewing repetitive documentation. Finding previous investigations. Compiling information for audits.
These activities may be necessary, but they can consume significant amounts of time that highly skilled Quality professionals could spend on investigation, risk assessment, process improvement and prevention.
This may be one of AI’s biggest opportunities in pharmaceutical quality systems.
Generative AI is particularly good at reading, searching, comparing, summarising and structuring large volumes of information. An appropriately governed AI assistant could help retrieve approved procedures, summarise historical events, prepare initial meeting briefs, identify outstanding actions or organise information for human review.
AI agents may eventually go further, moving across systems to gather information, populate routine fields or coordinate administrative workflow steps.
But there is an important Process Excellence principle here:
Do not automate administration before asking whether the administration is necessary.
If a report serves no meaningful purpose, using AI to generate it faster does not create value.
If information is entered into three systems because they are poorly integrated, an AI agent copying the data between them may simply automate a design failure.
The correct sequence should therefore be:
Eliminate → Simplify → Standardise → Automate → Apply AI
Start by removing unnecessary administrative work.
Then simplify what remains.
Only then use technology to reduce the burden further.
Done properly, AI could allow Quality professionals to move away from being custodians of paperwork and towards becoming what organisations actually need them to be:
experts in quality, risk, learning and improvement.
That may ultimately be one of AI’s most valuable contributions to pharmaceutical Quality—not replacing Quality professionals, but giving them more time to do Quality work.