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CoTw: AI/ML-Based Initiatives and Deals in 1H26
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CoTw: AI/ML-Based Initiatives and Deals in 1H26
Deutsche Bank
Research
North America Industry Date
Life Science Tools and Life Science Tools, 6 July 2026 Diagnostics/CROs
Diagnostics & CROs
CoTW: AI/ML-Based Initiatives and Deals in
Justin Bowers 1H26
Research Analyst
+1-917-517-9836
Portfolio Manager Summary
We are providing investors with a summary of AI / ML – based initiatives and deals Sam Martin
across the Tools / CRO space announced in 2026 with this edition of the Chart of Research Associate
the Week (CoTW). We highlight 33 announcements (comprehensive and unlikely
all) with a heavier weighting towards 2Q26 relative to 1Q26 (19 vs. 14). The nature
of the deals varies from collaborations with AI / ML leaders and providers like
Anthropic / OpenAI / Microsoft / NVIDIA (8 total) to internal efforts / M&A (9 total)
and niche / specialized efforts. The announcements were split with a heavier
weighting towards Tools (25) vs CRO (8) under this cohort.
Common threads across Tools / Dx is either leveraging leading AI-providers to
drive productivity and efficiency gains or using the power of AI to drive scientific
insights / advancements. Several of the latter deals are targeted towards rapidly
expanding fields in omics (proteomics, genomics, multiomics, etc.), where data
generation and training models on large sets of verified results are crucial. Our
view is that companies are more likely to harvest AI-relevant benefits to margins
in 2027 and beyond tailwind given the nascency of the announcements,
underlying technology, and various adoption curves.
CRO AI / ML – based announcements through June vary, including: efforts to
scale and grow specialized AI-based agents; leveraging AI for internal efficiency
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