Machine Learning That Proves Itself in Six Weeks
A proof of concept on your data lands in 4–6 weeks with honest accuracy numbers — typically £5k–£15k. If the data can’t support the goal, you find out cheaply, not after a year.
Beyond Algorithms.
Building the neural pathways of your business.
Data science projects often fail not because of the math, but because of the engineering. A brilliant model trapped in a notebook delivers zero value. Without robust pipelines, scalability, and integration into live workflows, AI initiatives become expensive experiments rather than drivers of ROI.
A model in production is a strategic asset. We bridge the gap between theoretical data science and robust software engineering. Our machine learning services cover the entire lifecycle—from feature engineering to MLOps—ensuring your systems are transparent, explainable, and rigorously tested for reliability and growth.
Predictive power,
integrated at scale.
We deliver end-to-end machine learning solutions that solve specific business challenges with mathematical precision and engineering rigour.
Custom Predictive Modelling
We build tailored algorithms that forecast trends, demand, and behaviour with high accuracy, enabling proactive decision-making rather than reactive adjustment.
Intelligent Recommender Systems
Drive engagement and revenue with personalised discovery engines that understand user intent, context, and preference in real-time.
Anomaly & Fraud Detection
Protect your ecosystem with self-learning security models that identify irregularities, threats, and fraudulent patterns faster than human analysts ever could.
Natural Language Processing (NLP)
Unlock the value of unstructured text and voice data. We build systems that understand, interpret, and generate human language for support, analysis, and automation.
End-to-End MLOps & Deployment
We don't just train models; we operationalise them. Our MLOps pipelines automate deployment, monitoring, and continuous retraining for sustained performance.
What a typical engagement looks like
| Typical budget | £5k–£15k PoC |
|---|---|
| Timeline | Accuracy numbers in 4–6 weeks |
| Cadence | A working demo or report every two weeks — you watch it grow. |
| Ownership | Source code, files and IP handed over in full. No lock-in. |
| First step | A free estimate or a free 30-minute call — fixed, staged quote before any work starts. |
Proof, not promises
Case studyPropMarker — property sourcing platform
Automated property analysis in production for UK investors.
View case study →500+ projects delivered since 2005 · 4.5★ on Google · Crown Commercial Service supplier
Frequently asked questions
How much does machine learning development cost?
How long does a machine learning project take?
What if the model does not perform?
What does the process look like?
What do you need from us to start?
Who owns the trained model?
Let's Build What's Next — Together
Not sure this is the right move yet? A free 30-minute call will tell you — no deck, no obligation.
4.5★ on Google reviews · 500+ projects delivered · Crown Commercial Service supplier
020 8363 4905 · info@designdirect.io · UK & India