Thoughts on shipping great software, building practical automation systems, designing APIs, scaling SaaS products, working with business data and researching UK industries.
A Data Menu Research desk review of the protections new-build buyers have in 2026: NHBC Buildmark cover, the updated New Homes Quality Code inspection, the New Homes Ombudsman Service, five checks before you complete, and published repair costs by trade.
A practical guide to MCS certified installers in the UK, including certification, installer terminology, renewable technologies and how to find MCS installer information.
Understand the terminology used around MCS approved, accredited, registered and certified installers, and what to look for when researching UK installation companies.
A guide to MCS solar installers in the UK, including Solar PV certification, installer research and finding certified solar installation companies.
Learn about MCS heat pump installers in the UK, including air source and ground source heat pumps and how to research certified installation companies.
Learn how to find and research MCS certified installers in the UK, what information to check and how installer directories and datasets differ.
A straightforward guide to MCS certification in the UK, what it means, the technologies it covers and how certified installers and companies are identified.
Where automation delivers outsized ROI—and where it doesn’t. A quick framework for choosing the right wins.
Our approach to scoping, risk-reduction, and rapid iteration—so complex ideas become shippable software.
Explore our articles for practical guidance, or speak with Data Menu when you are ready to turn an idea into a working system.