We've raised $4.1M in seed funding
Led by Valia VenturesY CombinatorRebel FundReach CapitalPhosphor Capital

Next GenerationFoundation Modelsfor Radiology

Full radiology reports from medical images in seconds

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We are mecha Health, an applied AI lab building next-generation foundation models for radiology. Our systems produce complete reports through direct scan analysis. Our advanced models transform how radiologists interpret medical images, providing unprecedented accuracy and efficiency. Our mission is to streamline the reporting process, enhance accuracy, and improve patient care.

Innovation Redefined

Transforming Radiology

Pioneering the future of medical imaging with breakthrough AI technology.

Comprehensive Analysis

Single generalist system that produces complete reports through direct scan analysis.

Real-time Processing

Lightning-fast report generation without compromising on accuracy or detail.

Clinical Excellence

Outperforms leading models in automated clinical evaluations with superior accuracy.

How It Works

The 60‑Second Story

From acquisition to an editable draft report before you even open the image.

  • Step 1

    Ingest

    Acquire. Clean. Stream.

    DICOM / HL7 / FHIR in
    Zero‑touch PHI scrub
    Median ingest under 2 s
  • Step 2

    Analyze

    Pixel (and voxel)‑level reasoning.

    Direct‑from‑image model
    Multi-anatomy studies
    Multi-modality support
  • Step 3

    Deliver

    Draft report, ready where you work.

    PACs integration
    Structured, editable sections
    FHIR / HL7 delivery, optional PDF
  • The Result

    Transform

    Complete reports in seconds.

    Full radiology reports
    Clinical‑grade accuracy
    Seamless workflow integration
Why it's better

Effective and Efficient

Superior accuracy with measurable workflow impact.

Clinical metrics

Figure: Aggregate micro/macro F1 scores for Mecha Net v0.2 versus non-Mecha baselines on 14 and 5-label clinical tasks. For methodology, datasets, and additional information, see this post.

ROI calculator
Hours / day (today)
7.5
Hours / day (with draft)
2.5
Hours saved / day
5.0
Monthly cost saved
$22,500
Throughput multiplier
3.0×

Estimates assume linear scaling; refine with your staffing model, weekend / off‑peak adjustments & discount rates.

For clinical leaders & IT

Built for real deployments

Enterprise-grade infrastructure with governance rails and security. Ready for production clinical use.

Deploy anywhere

Cloud or on-premise infrastructure

Native DICOM & HL7

Enterprise VPC ready

Auto-scaling infrastructure

Sub-2s PACS latency

SOC 2 Type II compliant

Multi-region failover

Security and deployment visualization

Governance by design

Human-in-the-loop workflows

Role-based access controls

Complete audit lineage

Environment promotion

Security & privacy

Enterprise-grade PHI protection and compliance ready

HIPAA-ready
SOC 2 Type II
SSO/SAML
End-to-end encryption
Audit trails
API security
Data retention
Encryption at rest
Our Blog

Latest Updates

Stay informed about our latest developments and insights.

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Ready to transform your radiology workflow?

Experience next-generation foundation models that revolutionize radiology reporting. Join leading healthcare institutions partnering with us to deploy cutting-edge AI that transforms patient care.