For CAIOs

“Why does every new model start the same risk conversation?”

It’s the question that stalls deployments and exhausts teams. With Ferrum, you answer it once and every model deployed after inherits the same governance, automatically.

AI Starts from Scratch
The rebuild trap

Every new model restarts the build.

Procurement restart

Legal, security, and InfoSec reset for every vendor.

Custom integration

EHR, PACS, and identity wired from scratch for each deployment.

One-off monitoring

No common pane for what’s running or how it performs.

Ferrum 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 in one suite.

Measure clinical value

Validate performance locally and scale what works.

60%
of AI projects abandoned
Gartner, 2025
250K
Average cost to move one model into production
Stanford, 2024
ROI with standardized governance vs. unmanaged AI deployments
BCG, 2024

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 CAIOs
Each model is its own project

When the next one comes along, the work starts over.

Your vendors see their app. You have to see everything.

Every vendor optimizes for their model, not your portfolio.

Portfolio questions require manual assembly.

Answering a cross-portfolio question means pulling from multiple systems.

Ferrum’s AI Governance Suite
fe
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