AI integration
AI features that do real work in your product: writing, summarising, answering and recommending. Built with checks on accuracy and a ceiling on cost.
What's included
Finding the right use
We look at where AI would save your team or your customers time, and where ordinary code would do the job better and cheaper.
Written content and summaries
Reports, briefings, product descriptions and replies drafted from your own data.
Accuracy checks
The AI writes only from facts we give it, and the output is checked against those facts before anyone sees it.
Human review where it matters
Anything that fails a check is held for a person to approve instead of being published.
Cost controls
Spending caps, cheaper models for simple jobs, and batching for work that can wait.
Connected to your systems
AI features that read from and write to the tools you already use.
How it works
Choose
We pick one task where AI will clearly help, and define what a good result looks like.
Prototype
We build a working version on your real data, so you can judge the output before committing.
Harden
We add the checks, limits and fallbacks that make it safe to put in front of customers.
Launch and watch
We release it, track quality and cost, and adjust.
Common questions
Will the AI make things up?
Left alone, it can. That is why we give it the facts to work from and check what it writes against them. Our own product, FFSN, publishes AI-written articles this way.
Which AI models do you use?
We mostly build on Anthropic’s Claude models, and choose the model by the job. Simple tasks run on smaller, cheaper models.
How much does it cost to run?
It depends on how much text goes in and out. We design for cost from the start, set spending caps, and show you cost per feature.
Is my data used to train the AI?
That depends on the provider and the plan. We tell you which service each feature uses and what its data terms are before anything is built.
Other services
Web design & development
Custom websites designed and built from scratch.
Read moreWeb & mobile apps
Products taken from first idea to launch.
Read moreSearch engine optimization
Fast pages and technical SEO so customers can find you.
Read moreWebsite redesign
A new site that keeps the search traffic the old one earned.
Read moreDashboards & data platforms
Your numbers from every system, in one place.
Read moreWebsite maintenance
Updates, fixes and monitoring after launch.
Read moreE-commerce
Online stores built to load fast and sell.
Read more
Have a project in mind?
Tell us what you're building and we'll come back with next steps.
Start a project