Pre-built AI services cover many needs, but some problems are specific to your data, your products or your industry. In those cases a model trained on your own examples can perform better and give you more control.
CorpoEx develops custom machine learning models and, just as importantly, deploys them so they are used in real systems rather than staying in a notebook. We handle the path from data to a monitored, production-ready service.
What we deliver
Data preparation
Collection, cleaning, labelling guidance and feature preparation for reliable training.
Model development
Selection, training and tuning of suitable models, compared against simple baselines.
Evaluation
Testing on unseen data with measures matched to the business objective.
Deployment & monitoring
Models exposed through secure APIs, with monitoring and planned retraining.
Our approach
- We start with the simplest approach that could work and only add complexity when needed.
- Results are measured against clear business success criteria.
- Models are versioned and reproducible so changes are traceable.
- Your data remains under agreed access and security controls.
Business benefits
- Models tailored to your specific data and use case.
- Ownership and control over the solution.
- Production-ready delivery with monitoring, not just a prototype.
- A repeatable foundation for future models.
How we work
- Assess feasibility and data readiness.
- Develop & evaluate candidate models.
- Deploy into your environment and integrate with applications.
- Operate with performance monitoring and periodic retraining.
Model quality depends heavily on the amount and quality of available data. A short feasibility assessment is the best first step.