Engineering
WorkSmart AI — AI storytelling platform 
Purity — matching & compliance
Engineering — AI & Machine Learning
AI features that earn their place.
Practical machine learning and LLM features, integrated into products people already use. We add AI where it does real work: matching, extraction, generation, search. We're honest about where a model helps and where it just adds cost and risk.
What's included
- LLM features (RAG, agents, assistants)
- NLP: extraction, classification, search
- Recommendation & matching systems
- Model evaluation & guardrails
- MLOps & inference infrastructure
- Data readiness assessment
How it works
- 01
Frame
We define the task, the success metric, and a non-AI baseline.
- 02
Prototype
A working version on your data, measured against the baseline.
- 03
Integrate
Ship it into the product with monitoring for quality and cost.
Want to talk it through?
A 30-minute call is enough to know whether ai & machine learning is what you need and whether we're the right team for it.