Innovation — Spoke service
Machine Learning
Custom ML models on your data — personalisation, prediction, classification — where off-the-shelf AI isn’t enough.
- 500+ projects
- 285% avg ROI
- Senior team on account
— In one breath
Machine learning services build custom models on your proprietary data: recommendation systems, churn prediction, LTV modelling, content classification, anomaly detection. Delivered as production APIs with monitoring and retraining pipelines.
Below: what’s included and how we work.
— What’s included
Every machine learning engagement includes:
- Use-case scoping
- Data audit & preparation
- Model selection & training
- Evaluation & bias audit
- Production API deployment
- Monitoring & retraining pipeline
— Frequently asked
Straight answers.
For personalisation/recommendation: 10k+ user-item interactions. For prediction: 5k+ labelled examples. Below that, rule-based systems usually beat ML.
— Related services
More in innovation.
— Ready when you are
Talk to a machine learning specialist.
Free 30-minute consult with a senior lead. We’ll scope your machine learning needs and share a proposal.
- Free 30-min consult
- Senior specialist
- No obligation