White Papers
Practical writing from the engineers doing the work.
Practical playbooks, reference designs, and clear frameworks. Written by the senior engineers actually doing the work. Not a marketing team that has never seen real code.
All papers
Six papers. All signal, no filler.
01 - AI in real use
Beyond the Demo: Taking AI from Slide Deck to Live Use
A practical guide for getting AI past the demo and into the systems your operations team is happy to look after at 2am. Testing, monitoring, cost control, and the patterns that keep people in charge.
02 - Modernisation
How to Replace a Legacy ERP, Piece by Piece
How we migrate a 15-year-old ERP into modern systems without an 18-month freeze. The order to do the work, how to keep old and new running together, and the patterns we have used on Plex, SAP, and Oracle.
03 - GreenOps
Cutting Cloud Carbon: An Engineering Guide
How to size cloud systems right, run jobs when the grid is cleanest, count the carbon in your hardware, and produce reports a Big Four auditor will accept. With real examples from cloud, data, and AI systems.
04 - Industrial AI
From Factory Sensor to Failure Prediction
A reference design for going from the data on your factory floor to AI that predicts failures, working alongside Plex or a similar ERP. Including the data quality and labelling work most vendors leave out.
05 - Platform
Internal Developer Platforms as Products
How to design, build, and measure an internal platform that engineers actually choose to use. With the numbers we track across enterprise projects to prove it is working.
06 - Healthcare
Clinical AI Without the Liability
Testing patterns, safety guards, audit trails, and the approaches we use for AI in clinical settings that have to satisfy regulators, patient safety reviews, and the morning huddle.
Research request, working draft, or specific question? contact@mverve.com
Let's talk
Ready to engineer your industrial future?
Tell us what you're building and we'll tell you, honestly, how we'd approach it. We read every message and reply within one business day.