Machine learning development services
Machine learning development, from first test to daily use
A model is only useful once it works reliably on new data. We handle every step: preparing the data, building the model, testing it honestly, putting it live and checking it keeps working.
Who it's for
- Product teams adding prediction to their app
- Operations teams automating repetitive decisions
- Companies with a model that worked in a test but was never put to use
Examples
What this looks like in practice
Scoring models
Scores for leads, credit, customers likely to leave or fraud, sent straight into your CRM or app.
Forecasting systems
Demand or revenue forecasts retrained automatically as new data arrives.
Recommendation engines
Personalised product or content suggestions for e-commerce and media.
Approach
How we do it
Start simple
A simple model in week one shows how accurate it can realistically be, before anyone spends too much.
Evaluate honestly
We test on data the model never saw and report errors in business terms.
Put it live and watch it
Connected to your systems or run on a schedule, with alerts if the data changes or accuracy slips.
Outcome
What you end up with
- A working model connected to your systems or run on a schedule
- A report on its accuracy that your managers can read
- Ongoing checks, and a plan for updating it with new data
Part of our Data Science & Machine Learning service.
FAQ
Questions we're often asked
How long does a machine learning project take?
A proof of concept (a small trial on your real data) usually takes two to four weeks. A finished system in daily use takes six to twelve, depending on your data and how many systems it connects to.
Can you deploy on our cloud?
Yes: AWS, Azure, Google Cloud or your own servers.
What if the model isn't accurate enough?
That's what the proof of concept is for. If the data can't support the goal, we say so early and suggest what would.
Start here
Tell us about your project
A few lines is enough. We reply within one business day with questions or a suggested next step. The first call is free.
- We'll tell you honestly whether your data can support the goal
- You get an indicative cost and timeline
- No obligation, and no automated sales emails
Prefer to talk? Book a 30-minute call.