Med Frontier

Radiologx — in pilot evaluation · built for NHS radiology workflows

Radiologx drafts the report. You make the call.

A doctor-in-the-loop AI assistant for radiology reporting: faster drafts, unchanged accountability, the radiologist always signing. It fits the workflow your team already uses, and every step it takes is recorded and attributable.

The status quo

The friction in modern radiology

01

Reporting backlogs are getting worse

NHS radiology departments face growing imaging volumes with no proportional increase in consultant capacity. Reporting delays can affect diagnostic and treatment pathways — acutely so in oncology.

02

Some tools fragment accountability

Where a tool acts autonomously, it can become unclear who owns the decision when something goes wrong. Radiologists are rightly reluctant to stand behind output they cannot inspect.

03

Poor workflow fit is a recognised adoption barrier

Tools that require clinicians to change how they work tend to stall after the pilot. Adoption more often fails on integration than on the technology itself.

How it works

The doctor-in-the-loop approach

AI that augments — not replaces — the radiologist. Every output reviewed, signed, and owned by the clinician.

1

AI prepares

Radiologx structures prior reports, flags interval changes, and drafts a report framework — before the radiologist opens the case.

2

Doctor decides

The radiologist reviews, edits, and signs off. AI output is a starting point, not a verdict, and the final clinical report is theirs.

3

System learns

Clinician feedback informs separately tested, version-controlled releases. The deployed version does not learn from individual cases — no silent model drift.

The product

Inside the reporting workflow

Radiologx is a doctor-in-the-loop AI assistant for oncology and MSK radiology: structured report drafting, follow-up comparison, and interval-change alerts, embedded directly into the existing reporting workflow.

The design constraint that shapes everything else: the clinician's sign-off is the product's output. Nothing leaves Radiologx as a finished report until a radiologist has reviewed it, edited it, and put their name on it.

What the radiologist sees

AI draft ready Awaiting radiologist sign-off

Radiologx is development-stage software in pilot evaluation: not UKCA marked, not CE marked, and not placed on the market as a medical device. During evaluation its outputs are not used for patient diagnosis or management. The radiologist owns the final clinical report; we own the software's documented performance, safety controls and version management.

Next step

Put Radiologx in your reporting room

If your department is weighing AI-assisted reporting and wants the doctor kept in the loop by design, we would like to hear how you work today.

Request a pilot conversation

or write to enquiries@medfrontiersuppliers.com

Please do not send patient data or identifiable clinical information by email.

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