For CMIOs

“Does this model actually work on my patients?”

It’s the only question that matters, and the one your clinicians ask every shift. With Ferrum, every model in your portfolio answers it continuously, on your patients, before the next prediction.

Clinical validation gap
The clinical questions that keep coming back

Every model starts the review.

Where clinical AI breaks down
Vendor validation

Performance numbers from someone else’s patients.

Silent drift

Decay goes undetected until the safety event.

Committee restart

Every tool relitigates the same safety questions.

AI Governance Suite
Scale AI with your usual discipline

Deploy, manage, and measure every model.

Deploy once

Route every model through the same secure pathway.

Manage the portfolio

See what’s running, approved, and ready to scale.

Measure clinical value

Validate performance locally and scale what works.

61%
of hospitals never validate AI on their own patients before deployment
AMA Science Advisory, 2025
20%
of clinical AI models lose accuracy within their first year
JAMA Health Forum, 2025
50%
of hospitals never test AI models for bias on their patient population
AMA Science Advisory, 2025

An open platform your team owns, governs, and scales.

Ferrum’s AI Governance Suite consolidates the spend, surfaces the cost, and proves the return.

What we hear from CMOs and CMIOs
New tools mean new workflows

AI that disrupts the clinical workflow does not get used.

Validated on someone else’s patients

A model that works elsewhere may not work for your patients.

Trust built at go-live, untested after

Without continuous measurement, AI trust erodes after go-live.

Ferrum’s AI Governance Suite
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Observability Lens
Deployment Fabric
Model Hub
Deployment Fabric

Build the infrastructure once. Every future model reuses it. Security, contracts, and integrations are solved permanently — not per vendor.

Model Hub

One open ecosystem, governed consistently across every model type. You set the strategy. Ferrum enforces it — regardless of where a model came from.

Observability Lens

Every model, every metric, one source of truth. Answer portfolio risk, clinical performance, and ROI questions on the spot — not after a two-week data pull.

Clinical AI that fits how clinicians work and earns their trust over time.

What leading teams achieve with Ferrum

$157K
Avg. savings per model with reusable infra
80%+
Reduction in procurement cycle time
100%
Independent validation on your data
Faster time to ROI on AI investments