AI & ML Development Services for Smarter Apps

Assistants and chat interfaces, retrieval systems over your own documents, predictive and classification models, computer vision, and the data pipelines behind them. We also take on the less glamorous half: evaluation, monitoring and the integration into the product your team already runs.

Not always. Some problems are solved with a hosted model and good retrieval over documents you already have; others need labelled data before anything useful exists. The first phase tells you which of the two you are in, and what the data work would involve.

We scope it in phases. A focused assistant or a first model usually reaches a working pilot in weeks rather than months; production hardening, evaluation and integration take longer. You get a phase plan with a price per phase before the build starts.

We define what a good answer looks like before launch, test against that set, and keep measuring it afterwards. Models are versioned, prompts and data sources are reviewed, and we agree what happens when the model is unsure — a fallback, a human step or a plain refusal.

Yes. Most of this work is integration: your CRM, your database, your app, your support desk. We fit the model around those systems rather than asking you to replace them.