AI & Machine Learning
We start by asking whether AI is the right tool at all. When it is, we build assistants that answer from your own documents, models that forecast demand or flag risk, and pipelines that read invoices and forms. Every one ships with test sets, logging, and a person in the loop where mistakes would be costly.
What our ai & machine learning work covers
Pick one area or combine several. Every project is scoped to your goals in writing before any code is written.
AI assistants & chatbots
Answers grounded in your documents, with citations.
Document intelligence
Extract, classify, and route documents automatically.
Predictive analytics
Forecast demand, churn, and risk from your data.
Generative AI features
Drafting, summarizing, and search inside your product.
Custom ML models
Models trained and deployed for your specific problem.
Guardrails & evaluation
Testing and monitoring so AI stays accurate and safe.
Built in as standard
- LLM integration
- Retrieval (RAG) on your data
- Evaluation & guardrails
- Human-in-the-loop review
- Model monitoring
- Privacy by design
Python · Claude · PyTorch · Vector databases · FastAPI
How the work runs
- 01
Discover
We map your goals, users, and constraints, and agree what success looks like.
- 02
Design
Architecture and clickable prototypes, validated with you before we build.
- 03
Build & test
Two-week sprints with automated tests and a working demo at every review.
- 04
Launch & evolve
We ship, monitor, and keep improving, or hand over cleanly to your team.
Let's talk about AI & Machine Learning
Tell us about it. An engineer will reply within one business day with questions, a suggested approach, and next steps.