AI features
New capabilities built into the software you already run, powered by large language models.
AI & AUTOMATION
AI features and workflow automation
We add AI features, LLM workflows, assistants, smart routing and automation that make existing products and teams more effective. We use AI where it adds value, without forcing it into every feature.
Built by the same team that delivers the web apps, mobile apps and platforms the AI has to work inside.
What is included
AI & Workflow Automation
- AI features inside your existing product
- LLM integrations and assistants
- Smart routing
- Automation of repetitive workflows
- A practical view of where AI helps and where it does not
What we build
Practical AI inside the software you already run
Assistants
Assistants that answer questions and help people get through tasks.
Smart routing
Each request, ticket or task sent to the right person or process automatically.
Workflow automation
Repetitive manual steps removed, so people spend time on work that needs judgement.
How we work
A practical delivery model from idea to production.
AI projects fail when they start from the technology. We start from the workflow: define the goal, check that AI is the right tool, build in focused cycles and test with real cases before rolling out.
01
Clarify the opportunity
Understand the users, business goal, technical constraints, and highest-value product path.
02
Design the working solution
Turn requirements into user flows, system architecture, integrations, and a clear build plan.
03
Build and validate
Deliver usable increments, test core workflows, and refine the experience before scaling complexity.
04
Launch and improve
Deploy, monitor, support, and optimize the product so it stays useful after release.
A good fit when
- Your team repeats the same manual steps every day.
- You want AI built into a product you already run.
- You want a practical answer on where AI would pay off.
- You need the AI feature and the software around it built by one team.
Common questions
Do we need to rebuild our product to add AI?
Usually not. Most of this work is about adding AI features and automation to products and workflows that already exist.
What is an LLM workflow?
A process where a large language model handles one or more steps, such as reading, classifying, drafting or summarising text, inside a larger automated flow.
Will you recommend AI for everything?
No. We use AI to improve products and operations where it adds value, without forcing it into every feature.
How do we start?
Tell us what the project should help you achieve. We begin by clarifying the users, the business goal and the technical constraints, then turn that into a clear build plan.
Ready to move from idea to execution?