Operational Intelligence
for Systems in Motion.

Know which asset is at risk, why, and what to do about it — before it disrupts operations.

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Working with

What We Do
Millions of records a week.
Read by no one — until
Amygda.

We connect to the systems you already run — CMMS, fault codes, technician notes, sensor feeds — and read them at scale. Every asset in your fleet gets a Risk Score, updated as data arrives, with the reasoning behind it.

No new sensors required
Explainable, not a black box
Live before every shift
Results

Validated in the field.

DB Regio logo
Rail — DB Regio, Germany
80%

of at-risk trains identified 60+ minutes before departure.

Deutsche Bahn Innovation Award · 1,600 fault codes reduced to 57 categories · 250M+ records processed
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Grand Central Trains logo Angel Trains logo Chrome Angel Solutions logo Innovate UK logo
UK Rail — Innovate UK Project
84%

of engine failures detected in advance, on Grand Central's Class 180 fleet.

96% less manual analysis time · 26% potential reduction in delay & cancellation costs · Chrome Angel Solutions, Angel Trains, Grand Central, backed by Innovate UK
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We read the data that goes unseen.

60+ minutes before start

You get the signal before the operating day begins — not after the first failure.

Every asset. Ranked by risk

Not alerts for the loudest fault. A ranked view across your full fleet, updated every day.

With reasoning, not just the score

Each score shows the contributing factors. Your engineers see why — not just what.

Get in touch

To find out more or speak to us about an opportunity, get in touch.