Your model is only as good as the people who labeled it.

Most teams can't prove who that was. Mango puts verified clinicians behind every label, and keeps proof of who did it.

About Mango

Mango is the trusted infrastructure for medical data annotation, connecting organizations with verified healthcare professionals to create datasets built for healthcare AI.

Every annotation is completed by qualified experts, reviewed through rigorous quality workflows, and backed by Mango Trail, providing complete transparency from contributor verification to final delivery.

From research institutions to enterprise AI teams, Mango delivers the trusted data behind the next generation of healthcare innovation.

VerifiedAnnotatedCertifiedmango.traillicense - specialty - sessionsigned record

The premise

Every model begins with
trustworthy data.

The quality of an AI model is determined long before deployment. It starts with the people who create the data.

Mango ensures every annotation is completed by verified medical professionals and backed by a transparent quality process.

01

Verified professionals

Every contributor is credentialed, identity verified, and matched to projects based on their medical specialty and expertise.

02

Medical-grade quality

Built-in review workflows, validation checkpoints, and quality controls ensure every dataset meets enterprise standards.

03

Complete traceability

Every annotation carries a permanent record of who completed it, when it was completed, and how it was reviewed.

The platform

From onboarding qualified specialists to delivering production-ready datasets, Mango provides the infrastructure healthcare AI teams need to scale with confidence.

Designed for every stage of medical data annotation.

Clinician reviewing laboratory result sheets

The process

From expert to dataset.

01/05

01VERIFY

Verify medical professionals.

Credentials, licensure, and identity thoroughly confirmed before any annotation work begins.

02MATCH

Match experts to projects.

Specialists are aligned to datasets by specialty, expertise, and proven clinical experience.

03ANNOTATE

Annotate with precision.

Purpose-built tools designed around clinical workflows, precision, and diagnostic accuracy.

04REVIEW

Review every submission.

Multi-stage validation and expert consensus keep quality consistently medical-grade.

05DELIVER

Deliver trusted datasets.

Get production-ready datasets, with every annotation carrying its permanent Mango Trail record.

Mango trail

Every annotation
tells its story.

Most annotation platforms deliver labels. Mango delivers accountability. Mango Trail is a permanent, verifiable record attached to every completed annotation.

Know exactly:

  • Who completed the work
  • Their verified medical specialty
  • When it was completed
  • How it was reviewed
  • Its complete verification history
MANGO TRAIL RECORDSEALED · IMMUTABLE
NODULE · 8MM✓ Verified

ANNOTATION

#MT-048291

✓ Verified

SPECIALTY

Radiology

CONFIDENCE SCORE

99.6%

PROJECT

Lung Nodule Detection Dataset

Verified Annotator✔Radiology specialist✦ RADIOLOGIST
Identity VerifiedCredentials VerifiedSpecialty Verified

ANNOTATION LINEAGE

HOVER A NODE

Trusted by teams

Trusted by teams building the
future of healthcare AI.

Verified

Credentials checked at the primary source before any work begins.

Traceable

Each label carries the identity of the clinician who produced it.

Reviewed

Every annotation passes through structured quality assurance.

Specialized

Experts are matched to projects based on medical specialty.

Accountable

Know who created every data point and how it was reviewed.

Secure

Enterprise-grade identity verification protects every project.

Built for teams
advancing healthcare AI.

AI companies

Train production-ready healthcare models with trusted medical datasets.

Healthcare providers

Accelerate research and clinical innovation with verified annotation workflows.

Research institutions

Create high-quality datasets backed by qualified medical experts.

Medical imaging companies

Scale annotation projects without compromising quality or accuracy.

Pharmaceutical companies

Support drug discovery and clinical research with expertly annotated data.

Enterprise healthcare teams

Manage large-scale annotation operations from one secure platform.

Better healthcare AI
starts here.

Build trusted datasets with verified medical professionals, enterprise-grade quality assurance, and complete annotation traceability.

Annotated clinical documents on a desk