AI Development & Automation
AI Development
We design and build AI features and applications that solve a specific business problem — from a focused prototype to a production system integrated with your existing software.
The challenge
Problems we help solve
- Repetitive work that depends on reading, writing or classifying text
- Product ideas that need generative AI but have no clear technical plan
- AI experiments that never made it past a demo
- Concerns about data privacy, cost and output quality
Our approach
Adding AI to a product or process is rarely about the model alone. The value comes from choosing the right problem, connecting AI to your data and tools, and designing how people review and trust the output.
We start by mapping the task you want to improve, then prototype quickly to test whether AI can do it reliably enough. When the approach is proven, we build it properly: secure APIs, sensible cost controls, logging, evaluation and an interface your team can actually use.
What we offer
AI Development services
Custom AI application development
Purpose-built tools that use large language models for a defined business task.
Generative AI integration
Add drafting, summarising, extraction or classification to software you already run.
LLM application development
Prompting, retrieval, tool use and evaluation designed for consistent results.
AI API integration
Connect AI provider APIs to your systems with secure, server-side calls and usage limits.
AI product prototyping
A working proof of concept to validate an idea before a full build.
AI consulting
Practical advice on use cases, feasibility, risks and build-versus-buy decisions.
Deliverables
What you receive
- Use-case and feasibility review
- Working prototype or proof of concept
- Production-ready application or integration
- Prompt and evaluation set for quality checks
- Technical documentation and handover
- Cost and usage monitoring recommendations
Exact deliverables are confirmed in the proposal for your project.
Use cases
Where it helps
Document processing
Extract fields, summarise or classify incoming documents and emails.
Content assistance
Draft first versions of product descriptions, replies or reports for human review.
Internal tools
Give teams an AI assistant inside the tools and data they already use.
Customer-facing features
Add AI search, recommendations or writing help to your product.
Process
How the project runs
Timelines depend on scope and are agreed in writing before work starts.
Discovery and requirements
We clarify goals, users, data, constraints and what success looks like.
Strategy and planning
Scope, architecture, milestones and a written proposal you can review.
Design and prototyping
Wireframes, prototypes or proofs of concept to validate the approach early.
Development and integration
Iterative builds with regular demos and access to a staging environment.
Testing and quality assurance
Functional, responsive, security and — for AI features — output quality testing.
Launch and ongoing support
Deployment, documentation, handover and optional maintenance.
Scope and limitations
Good to know
AI output can be wrong; important outputs should be reviewed by a person.
AI provider usage costs are ongoing and depend on volume; we design for cost control.
Results depend on the quality and accessibility of your data.
Sensitive data handling is agreed before development starts.
FAQ
Questions about AI Development
Do we need our own data to start?
Not always. Many useful features work with general-purpose models and your existing content. Where your own documents or data matter, we plan secure access to them as part of the project.
Which AI model will you use?
We choose based on the task, quality needs, data requirements and running costs, and we keep the integration flexible so the provider can be changed later.
Can you improve an AI feature we already have?
Yes. We can review prompts, data flow, evaluation and costs, and recommend or implement improvements.
Get in touch
Discuss your AI Development project
Tell us what you want to achieve. We reply by email with questions, options and next steps.
- 1Send your enquiryA few lines about your goal, users and timeline is enough.
- 2We reply by emailWith questions, options and a suggested approach.
- 3Agree the planScope, deliverables and phases are confirmed in writing.
Related services
Project enquiry
Takes about two minutes. We reply by email.