Predictions
Demand, risk, and quality scores with monitoring.
Home / ML & AI
Services
AI that sits on real data, or we will say no.
Models, MLOps, and AI features for workflows you already run. We will not pitch a chatbot as a strategy.
AI
Narrow problems, production paths.
Yottron builds machine learning and applied AI where labels, data quality, and a decision owner exist. Work includes classical ML, NLP, computer vision, and integration of models into the applications we also staff and build. If the data is not there, we start with the warehouse.
- Model development with evaluation you can read.
- Integration into existing apps and processes.
- Staffing for ML engineers and data scientists.
Capabilities
Use cases we take
Language
Classification, extraction, and assisted drafting on your corpus.
Vision
Inspection and document capture when the camera path is real.
MLOps
Retrain, drift, and access control — not a notebook on a laptop.
How we engage
A named owner, a written plan, visible work.
Brief
We start with the system, the constraint, and what good looks like in 90 days.
Staff or build
Augment your team, stand up a pod, or take delivery with a named owner.
Work in your tools
Repositories, stand-ups, and environments you can inspect.
Review
Weekly slices you can demo. Status in writing.
Next step