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Verified July 24, 2026AI Oncology Pathology

Paige AI

Paige / paige.ai

FDA-authorised AI pathology platform for cancer detection that analyses digital pathology slides for prostate cancer and other oncology applications, assisting pathologists in diagnosis.

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Pricing

Free

Free plan

No

Category

Developer Tools

Platforms

2

Free plan

No

API access

No

Open source

No

Platforms

2

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What is Paige AI?

Paige is an AI pathology company with an important regulatory distinction: Paige Prostate, its flagship product for detecting prostate cancer in digital pathology slides, received the first ever FDA De Novo authorisation for an AI-based clinical decision support tool in digital pathology in 2021. This regulatory milestone distinguishes Paige from AI pathology companies with pre-market tools.

The AI analyses prostate biopsy slides stained with H&E (haematoxylin and eosin) to detect and classify cancer tissue, assisting pathologists by highlighting suspicious regions and providing a confidence score. This computer-aided detection approach helps pathologists identify cancer they might otherwise miss, particularly in complex cases where small foci of cancer may be difficult to spot.

Studies published with Paige's technology have shown detection sensitivity improvements — AI-assisted pathologists catch more cancers than either AI alone or pathologists alone, demonstrating the clinical value of AI augmenting rather than replacing pathologist expertise.

Paige is expanding beyond prostate to breast, colorectal, and other cancer types, building on the FDA-authorisation foundation to establish clinical AI pathology across oncology. The company has partnerships with major academic medical centres and pathology laboratories.

For pathology labs evaluating AI, Paige's FDA authorisation is a critical differentiator for clinical deployment. Uncleared AI tools cannot legally be used as clinical decision support in the United States, making regulatory status a prerequisite for clinical use.

pathologyaicanceroncologyfdadiagnostics
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How Paige AI works

Paige AI runs as computer vision software built around image and data workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on web and lis integrated.

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Key Features

What makes it worth shortlisting

The capabilities that matter most for teams evaluating Paige AI.

01

Paige Prostate

FDA De Novo authorised AI for detecting and classifying prostate cancer in digital H&E pathology slides — the first FDA-authorised AI clinical decision support tool for digital pathology.

02

Computer-aided detection

Highlights suspicious regions on digital pathology slides with confidence scoring to assist pathologist review, improving cancer detection sensitivity in clinical studies.

03

Clinical validation evidence

Published studies demonstrating improved prostate cancer detection sensitivity with AI-assisted pathologists versus unaided pathologists or AI alone.

Paige Prostate (FDA De Novo authorised)Cancer tissue detection and classificationH&E slide analysisComputer-aided detection interfacePathologist confidence scoringExpanding cancer type coverageDigital pathology workflow integrationClinical validation studiesAcademic medical centre partnershipsPathology lab integration

Best use cases

AI-assisted prostate cancer pathology
FDA-cleared clinical AI pathology
Oncology pathology quality assurance
Digital pathology AI adoption
Cancer detection sensitivity improvement

Who should use it

Pathologists
Anatomic pathology lab directors
Hospital pathology departments
Oncology clinical teams
Digital pathology adoption leaders

Pros

  • First FDA De Novo authorisation for AI clinical pathology — critical regulatory differentiator for clinical deployment
  • Published clinical evidence shows improved cancer detection with AI-assisted pathologists
  • Expanding cancer type coverage builds on the regulatory foundation for prostate cancer
  • Academic medical centre partnerships provide credible clinical reference implementations

Cons

  • Enterprise licensing only — not accessible to individual pathologists or small labs
  • FDA authorisation is indication-specific — Paige Prostate is cleared; other cancer types are in different regulatory stages
  • Clinical AI pathology adoption requires significant workflow integration and pathologist training investment

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Pricing Analysis

Is it worth the price?

Enterprise licensing to health systems and pathology labs. No public pricing or individual access.

Model

Enterprise

Starting price

Free

Free trial

No

Similar Tools

Tools like Paige AI

PathAI (covered, rank 371) provides AI pathology for pharmaceutical research alongside clinical tools. Proscia provides digital pathology workflow AI. Hamamatsu and Aperio scanning systems include AI features. Visiopharm provides image analysis for research pathology.

Comparison

Paige AI vs Hugging Face

A side-by-side look at the closest alternative in this category.

Paige AI favicon

Paige AI

Paige

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Hugging Face

Hugging Face

Overview
Rating
—
—
Category
Developer Tools
Developer Tools
Subcategory
AI Oncology Pathology
AI Model Hub
Company
Paige
Hugging Face
Status
Active
Active
Launch year
2021
2016
Tags
pathologyaicanceroncologyfdadiagnostics
open-sourcemachine-learningmodelsdatasetstransformersresearch
Pricing
Starting price
FreeBest value
$9/mo
Pricing model
Enterprise
Freemium
Free plan
No
Yes
Free trial
✕
✕
Pricing notes

Enterprise licensing to health systems and pathology labs. No public pricing or individual access.

Free for most models and Spaces. Pro $9/month for private models, priority inference, and ZeroGPU. Enterprise Hub from $20/user/month for team collaboration and security.

Capabilities
Best for
AI-assisted prostate cancer pathologyFDA-cleared clinical AI pathologyOncology pathology quality assuranceDigital pathology AI adoptionCancer detection sensitivity improvement
Open source model explorationModel fine-tuningResearchML model deploymentDataset management
Target audience
PathologistsAnatomic pathology lab directorsHospital pathology departmentsOncology clinical teamsDigital pathology adoption leaders
AI researchersML engineersData scientistsDevelopersAcademic researchers
AI type
Computer Vision
ML Platform
Modalities
ImageData
TextImageAudioVideoCode
Technical
Model provider
Paige
Open Source Community
Model names
—
LlamaMistralStable DiffusionFLUXWhisper
API available
✕
✓
Open source
✕
✓
Deployment
EnterpriseSaaS
SaaSAPIOpen Source
Platforms
WebLIS integrated
WebPython library
Integrations
AperioHamamatsuPhilipsEpicAPI
GitHubGoogle ColabAWSAzureGCPVS Code
Team collaboration
✕
✓
Trust & security
Security

HIPAA compliant with BAA. FDA De Novo authorisation (Paige Prostate). ISO 13485 medical device quality management. Enterprise data handling agreements.

Enterprise Hub includes SSO, access controls, audit logs, and private infrastructure. SOC 2 compliant.

Privacy notes

Digital pathology slide data processed under HIPAA BAA with medical device security standards. FDA authorised for specific clinical indications.

Public models and datasets are openly accessible. Enterprise Hub provides private model storage with data handling agreements. Review individual model licences before commercial deployment.

Verdict
Pros
  • First FDA De Novo authorisation for AI clinical pathology — critical regulatory differentiator for clinical deployment
  • Published clinical evidence shows improved cancer detection with AI-assisted pathologists
  • Expanding cancer type coverage builds on the regulatory foundation for prostate cancer
  • Academic medical centre partnerships provide credible clinical reference implementations
  • De facto standard hub for open source AI models with 500,000+ available
  • Transformers library provides consistent API for diverse model families
  • Spaces enable easy demo deployment without web infrastructure
  • Free for public models and strong community support
Cons
  • Enterprise licensing only — not accessible to individual pathologists or small labs
  • FDA authorisation is indication-specific — Paige Prostate is cleared; other cancer types are in different regulatory stages
  • Clinical AI pathology adoption requires significant workflow integration and pathologist training investment
  • Technical platform primarily for developers and researchers
  • Inference API quality varies for very large or complex models
  • Navigation complexity increases with scale of the platform
Details

Technical & deployment info

Key facts about model providers, platforms, and team support.

Model Provider

Paige

Platforms

Web, LIS integrated

Deployment

Enterprise, SaaS

Integrations

Aperio, Hamamatsu, Philips, Epic, API

Team Collaboration

No

Launch Year

2021

Trust

Security & privacy

Compliance signals and data-handling notes as reported by the vendor.

HIPAA compliant with BAA. FDA De Novo authorisation (Paige Prostate). ISO 13485 medical device quality management. Enterprise data handling agreements.

Digital pathology slide data processed under HIPAA BAA with medical device security standards. FDA authorised for specific clinical indications.

Reviews

What users are saying

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FAQ

Common questions about Paige AI

No, enterprise licensing to pathology labs. Contact Paige for pricing.

Editorial Verdict

Should you use Paige AI?

Paige is the leading FDA-authorised AI pathology platform for prostate cancer, essential for pathology labs that require FDA clearance for clinical AI deployment.

Last verified July 24, 2026.

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