5 Key Takeaways

• 1

  Many scientists view electronic lab notebooks (ELNs) as obstacles, with only 62% reporting they enhance work efficiency.

• 2

  65% of scientists have repeated experiments due to difficulty in finding or reusing prior results, leading to increased R&D costs.

• 3

  Over half of respondents find ELNs overly complex, and 71% struggle with configuration for new workflows, especially in pharmaceutical manufacturing.

• 4

  51% of scientists spend excessive time on manual data handling, with many resorting to public AI tools for analysis despite security risks.

• 5

  96% of scientists demand next-generation ELNs to aid in data interpretation, with a strong interest in conversational and voice interfaces.