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Software in Science · Vol. 2 · 3 Nov 2026

The incumbents are charging for AI

News from the previous week · Life Science Software

$40MOpentrons Series E, led by Avego
95%Fewer manual fixes in Waters' AI pilot
500,000Empower software users, per Waters

Platforms & Product

Waters puts AI behind a paywall

AI peak integration for Empower cut manual fixes from 90 to 4 in a pilot. It's subscription-only, with validated deployment expected mid-2027.

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Genedata launches an integrated ELN

The Danaher-owned vendor has built a notebook, LIMS and sample management into its biologics R&D platform, moving into ground Benchling and others already hold.

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Why it matters: incumbents are turning AI into upsell revenue on software labs already run, so expansion selling matters as much as new logos.

Funding & M&A

Opentrons raises $40M Series E

Led by Avego, the money goes into software, data and AI-run experiments on its lab robots. It has more than 11,000 robots deployed.

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Leadership Moves

IntegriChain

Chris Hare, formerly Chief Growth and Revenue Officer at Intelerad, is the new Chief Revenue Officer at the Nordic Capital-backed pharma commercialisation platform.

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Talent Insight

Expansion revenue is the new battleground

  • Paid AI tiers on existing software shift the weight from new-logo AEs to account managers and CS who can expand accounts.
  • Validated AI in GxP labs needs application scientists who can win over QA, not just impress R&D.
  • At CRO level: boards keep asking for people who sold to pharma first and scaled SaaS second. It's a small pool.

Building a team in Life Science Software?

Jack Maclean specialises in Life Science Software hiring at QP Group. Talk to Jack about the market, salaries or a search.

Email Jack · jack@qpexec.com →
Jack Maclean
Jack MacleanCo-founder · Life Science Software
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