Where does your CDMO sit on the AI and digital maturity curve?

New research by PharmaSource and MasterControl

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40%

deploy AI beyond the pilot stage, up from 23% in 2025

62%

expect significant AI value within two years

57%

now rate themselves Connected, Integrated or Intelligent

12%

run a manufacturing execution system

What’s inside the benchmark

  • The maturity benchmark: where 93 respondents place themselves across five digital stages, with 2025 comparisons.
  • The systems gap: only 25% have electronic batch records integrated, so AI pilots run on paper and spreadsheets.
  • What sponsors ask for now: live batch visibility leads at 35%, ahead of core system access.
  • 13 AI use cases ranked: impact against implementation, from deviation detection to digital twins.
  • Barriers and priorities: what stalls progress and where leaders invest over the next 18 months.
  • Five strategic imperatives: the 2026 priorities for CDMO leaders.

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