AI integration and automation
Useful AI automation built around a real business task.
AI earns its place when it improves a defined task, decision or customer experience. We identify a useful application, keep people in control where judgement matters, and connect it to the wider workflow.
Focused AI features start from £400–£1,100 within a wider build.
When this is a good fit
- Teams processing repetitive documents or information
- Businesses that need better internal search or assistance
- Products adding a focused AI-powered capability
- Workflows where drafting, classification or summarising saves time
What the scope can include
- Use-case and risk assessment
- Provider and model recommendation
- Prompt, workflow and interface design
- API integration and appropriate safeguards
- Testing with realistic examples
- Usage visibility and client-owned provider setup
How we approach it
Start with the job. Scope the useful first version.
We start with the task, expected value, failure modes and data involved. If ordinary automation is the better answer, we say so. AI provider usage stays on the client’s account and is shown separately from build cost.
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Common questions
Do we need AI?
Not necessarily. A well-designed form, search tool or standard automation is often more dependable. We recommend AI only when it adds enough value to justify its cost and uncertainty.
Which AI provider do you use?
The choice depends on the task, data and required capabilities. Provider access and usage normally sit in the client’s own account to preserve ownership and cost visibility.
Can AI make mistakes?
Yes. Generative systems can produce incorrect output, so the workflow should include validation, limits and human review wherever mistakes would matter.
Have a project in mind?
North & Form is UK-based and works with businesses in the UK and internationally. Tell us the outcome and we'll recommend a sensible scope.