Good thinking.
Worth sharing.
Ideas to explore. Tools to put to work. A growing collection of guides, insights and useful things from the people behind the software.
11 resources to explore
Is your existing software ready for AI integration?
Before connecting AI to your existing software, check the foundations: APIs, data quality, permissions, test environments, security boundaries and a measurable definition of success.
Explore resourceWho owns your app’s code, accounts and release process?
Having the code is only part of owning your app. Here’s how to keep control of repositories, licences, app-store accounts, signing credentials and the knowledge needed to release updates.
Explore resourceChanging scope without losing the plot
New requirements don’t have to derail delivery. Here’s how to record a change, assess its effect on cost and timing, agree what moves out and keep decisions clear.
Explore resourceAcceptance criteria: when is software actually done?
“It works” is a start, not a finish line. Learn how to write testable acceptance criteria for features, integrations, performance, security and AI-assisted workflows throughout delivery.
Explore resourceHow to compare software development proposals properly
A practical guide for UK buyers comparing software proposals across scope, assumptions, delivery, ownership, support and total cost—not just the headline price.
Explore resourceIntegrating AI with document management systems: a practical guide
A practical guide for operations teams planning AI classification, extraction or retrieval in an existing document management system.
Explore resourceAI integration services: what should a proposal include?
A practical UK buyer’s checklist for comparing AI integration services proposals, from system access and data handling to evaluation, running costs, monitoring and handover.
Explore resourceWeb app or mobile app? Start with the job
Choosing between web app development and a mobile app starts with your users, devices and day-to-day work—not the fashion of the moment.
Explore resourceWhat is AI automation, and which task should you try first?
AI automation can help with work that doesn’t fit a neat set of rules. Here’s how to choose a first workflow with accessible data, useful human checks and a result worth measuring.
Explore resourceWhen is bespoke software worth building?
Build, buy or connect what you already have? Use recurring admin, licensing costs, integration needs and ownership to decide whether bespoke software is worth the investment.
Explore resourceCoconut is now Atlas-James
We've changed our name and given the studio a new look, with a more focused set of services built around software and apps.
Explore resourceWritten by Atlas James. Curious minds. Experienced hands.
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