Waiv vs Andson Biotech

Side-by-side comparison of AI visibility scores, market position, and capabilities

AI visibility is closely matched (39 vs 41)
Waiv logo

Waiv

EmergingDigital Health

AI Digital Pathology & Oncology

Raised $33M seed (Mar 2026). Owkin Dx spinout. Multimodal oncology AI analyzing pathology images + clinical data for treatment decisions. Positioned against Tempus and Foundation Medicine.

AI VisibilityBeta
Overall Score
D39
Category Rank
#1 of 1
AI Consensus
52%
Trend
up
Per Platform
ChatGPT
35
Perplexity
30
Gemini
33

About

Waiv is a digital pathology AI company spun out of Owkin's diagnostic unit in March 2026 with a $33 million seed round, inheriting Owkin's proven multimodal oncology AI stack that has been validated in multiple peer-reviewed publications and clinical collaborations with major academic medical centers. The platform analyzes H&E-stained pathology slide images combined with genomic, clinical, and outcomes data to extract prognostic and predictive biomarkers that help oncologists select optimal treatments for individual cancer patients.

Full profile
Andson Biotech logo

Andson Biotech

EmergingHealthcare

General

Mass spectrometry sample prep and data science platform delivering 100x productivity for biopharma protein analysis; $9.1M from Merck Digital Sciences Studio, NIH, and YC at $1.8M revenue.

AI VisibilityBeta
Overall Score
C41
Category Rank
#220 of 1158
AI Consensus
62%
Trend
up
Per Platform
ChatGPT
49
Perplexity
36
Gemini
40

About

Andson Biotech is an Atlanta-based healthcare technology company providing mass spectrometry solutions for biopharma and biomanufacturing — offering the DynaCHIP hardware system (a novel mass spectrometry sample preparation platform) and DynaMARK data science module that together deliver up to 100x productivity improvements in protein and biomolecule analysis workflows compared to conventional mass spectrometry setups. Backed by Y Combinator, Merck Digital Sciences Studio, and NIH with $9.1 million raised, Andson achieved $1.8 million in revenue as of December 2024.

Full profile

AI Visibility Head-to-Head

39
Overall Score
41
#1
Category Rank
#220
52
AI Consensus
62
up
Trend
up
35
ChatGPT
49
30
Perplexity
36
33
Gemini
40
32
Claude
41
50
Grok
51

Key Details

Category
AI Digital Pathology & Oncology
General
Tier
Emerging
Emerging
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Waiv
AI Digital Pathology & Oncology

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