ViewsML

Private

VancouverHealthcare & Life Scienceshttps://www.viewsml.com/

Last Round

Seed

Apr 20, 2026

Total Funding Raised

$3.54M

Momentum

Top 25%

of companies Caplight tracks

Company Overview

ViewsML is a healthcare IT company that has developed an AI-powered platform and virtual biomarker library to generate per-cell biomarker spatial insights from standard pathology images, eliminating the need for physical laboratory staining.

Sector

Healthcare & Life Sciences

Verticals

Medical AI, Precision Medicine, Drug Discovery, Medical Imaging, Clinical Trials

Business Model

B2B

Customer Profile

Subscription SaaS, Usage-Based SaaS, Services & Consulting

AI Layer

Application

Keywords

virtual stainingvirtual immunohistochemistryvIHCcomputational pathologybiomarker analysisdigital pathologyAI diagnosticstechbiovirtual biomarkersimmunohistochemistryIHCH&E stainingdrug developmentprecision medicinequantitative pathologyclinical trial stratification

Historical Pricing

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Caplight Momentum Score

Proprietary index based on bid/ask volume and sentiment.

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ViewsML Comps

Public and private peers based on sector, stage, and business model.

ViewsML comps — public and private peers by sector, stage, and business model
Company	Status	Est. Valuation	Rev Multiple
OpenAI	Private	$86.0B	~40x
Cohere	Private	$5.0B	--
Competitor 1	Public	$XX.XB	XXx
Competitor 2	Public	$XX.XB	XXx

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ViewsML Funding Rounds

Historical fundraising activity

Data table
Round	Date	Amount Raised	Valuation	Investors	Sources
Seed	Apr 20, 2026
Seed	Apr 1, 2024

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Key People

Founding team and executive leadership

Kenneth To

Chief Executive Officer

Executive Team

ViewsML Investors

Notable investors and investment history

ViewsML investors
Investor	Rounds
WUTIF Management Corporation	Seed
Defined	Seed
RiSC Capital	Seed
Wittington Ventures	Seed
Continuum Health Ventures	Seed
SFU VentureLabs	Seed
efund	Seed

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Market signals

Structured signals derived from secondary market and firmographic data.

Apr 20, 2026
$3.5M raised in Seed round.
Feb 2, 2026
Monthly visitors grew 240% MoM, from 454 to 1.5K.

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ViewsML Filings

SEC and related filings with document metadata.

Data table
Typed	Date	Amount Offered	Amount Sold	Filling	Pages	Download
Mock Valuation	Sign Up to view	Mock Valuation	Sign Up to view	Mock Valuation	Sign Up to view	Mock Valuation
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ViewsML Filings

SEC and related filings with document metadata.

Frequently Asked Questions

Common questions about ViewsML's valuation, stock price, and market status.

Firmographic Details

HeadquartersVancouver

Employee Range14

Year Founded2022

Last FundingApr 20, 2026

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