AI & Machine Learning
We apply AI and machine learning to automate repetitive processes, extract insight from your data, and build intelligent features — focused on measurable value rather than novelty.
Manual, repetitive work automated
Answers from data you already hold
AI features shipped into production, not stuck in a notebook
A clear view of running costs before you commit
What this includes
LLM applications
Assistants, summarisation and document understanding built on current language models.
Retrieval-augmented generation
Grounding model responses in your own documents so answers are accurate and cite sources.
Predictive models
Forecasting, classification and recommendation trained on your historical data.
Computer vision
Image classification, detection and OCR for inspection and document workflows.
MLOps
Deployment, monitoring and retraining so models keep working after launch.
How we work
- 01
Consultation & Discovery
We start by understanding your business goals and requirements, conducting a thorough analysis of your needs to tailor the perfect solution.
- 02
Strategy & Proposal
Based on our findings, we develop a strategic plan and a detailed proposal outlining the project scope, timeline, and deliverables.
- 03
Design & Development
Our team designs and builds your solution with modern technologies, sharing progress in short, reviewable increments.
- 04
Launch & Support
We rigorously test the solution to ensure it meets our quality standards, then deploy it and provide ongoing support and maintenance.
Tools we reach for
Common questions
Do we need our own data?
Not always. Many useful applications run on pre-trained models plus your documents. Custom training needs data, and we will assess honestly whether you have enough before you spend anything.
How do you handle accuracy and hallucination?
We ground responses in your own sources, cite them, and design for human review where correctness matters. We will also tell you when AI is the wrong tool for a problem.
What does it cost to run?
Model usage is an ongoing cost, not a one-off. We estimate it during scoping and design around your budget — including smaller or self-hosted models where they fit.
Let's build something that lasts
Tell us what you're working on. We'll come back with a clear view of scope, timeline and what it will take.