Microsoft Cloud
One solution, one Azure subscription
Why every application the Solution Factory delivers gets its own dedicated Azure subscription - and what that boundary buys you.
Insights
Thinking, not marketing
Notes on the Solution Factory, practical AI in business applications, and what a dependable Microsoft Cloud foundation actually requires.
AI in Business Applications
Why we keep an abstraction layer between our code and the AI model
Application code in a Factory solution never calls an AI model provider directly. That indirection is a deliberate hedge against a field that is still moving quickly.
AI in Business Applications
Semantic validation: checking meaning, not format
Traditional form validation confirms that a field is filled in and correctly shaped. It cannot tell you the content is nonsense. That gap is where embedded AI earns its place.
Solution Factory
When replacing a SaaS product is the right call
Not every expensive subscription should become a custom application. Here is how we assess whether a focused replacement is genuinely the better answer.
AI in Business Applications
Quality gates: what human review adds to AI-assisted engineering
AI accelerates implementation inside the Factory. It does not decide the architecture, and it does not decide when something is finished.
Microsoft Cloud
Your users, your tenant, explicit consent
Applications run in our Azure subscriptions, but the people using them sign in with their own Microsoft accounts - and any access to your tenant is something your administrator grants deliberately.
Microsoft Cloud
Infrastructure as code, one subscription at a time
Every Factory solution gets its own Azure subscription, its own Azure DevOps project, and infrastructure defined entirely in Bicep. Here is how those three decisions reinforce each other.
AI in Business Applications
AI inside the application, not beside it
A new application is the cleanest moment to design AI into the business process itself - rather than adding a separate assistant next to it later.
Solution Factory
Why we don't sell developer hours
The Solution Factory produces business applications and operates them. That is a different commercial proposition from selling engineering capacity, and it changes what both sides are accountable for.
Solution Factory
Fifteen standards, one production system
The Solution Factory Standard is what stops every customer project from becoming its own technical ecosystem. Here is what it covers and why the constraint is the point.
Solution Factory
Between SaaS and custom software: fit and operating burden are the real trade-off
Most organisations choose between generic SaaS and bespoke development. Both solve part of the problem. The Athentra Solution Factory is built for the gap between them.
Microsoft Cloud
What "production ready on day one" actually means
Every solution the Factory creates receives its full operational baseline at creation - not after go-live, when someone notices it is missing.
Solution Factory
The CLI is an interface, not the Factory
Developers start a Solution Factory project from a command line. That command line is the thinnest part of the system - and understanding why matters for where the Factory goes next.