Issue No. 69 - July 2026
Discover our latest edition featuring strategic CDMO insights, investment perspectives and industry analysis.
Corporate Strategy
AI can enhance CDMO operational efficiency — provided
its applications are proven, controlled, and auditable.
The concept of the “augmented CDMO” refers
to an organization capable of using AI to improve its processes without transferring quality responsibility to the
machine. It may apply to GMP document searches, batch
record reviews, deviation analyses, predictive maintenance, yield optimization, capacity planning, or
regulatory intelligence
Corporate Strategy
AI could demonstrate its first operational value where
quality documentation weighs most heavily.
The first AI applications in CDMOs will probably not be
the most spectacular. They will be the most immediately
useful: finding information faster, comparing more effectively, summarizing clearly, detecting inconsistencies,
and avoiding omissions.
Deviations, CAPA, and batch records represent a natural
area for AI
Corporate Strategy
Data and AI maturity may become a new trust marker
for sponsors..
Choosing a CDMO is no longer only about selecting a filling line, a bioreactor, lyophilization capacity, or analytical
expertise. It also means choosing a data system: how information is captured, structured, reviewed, shared, protected,
and used. CDMOs able to demonstrate
useful, controlled,
and contractually
framed AI will be able
to gain in transparency, speed,
and commercial attractiveness.
LEGAL & COMPLIANCE
Where to Focus Attention?
Integrating artificial intelligence into CDMO services goes far beyond selecting a technological tool.
It reshapes data flows between the client, the CDMO and any technical subcontractors.
It may expose sensitive information, including R&D data, know-how, trade secrets and personal data.
Its use must therefore comply with the GDPR, French data protection law and European trade secret rules.
AI should therefore be treated as a distinct contractual matter, governed by dedicated clauses that will soon become essential.
