02 · AI & Automation
AI that works inside real business processes.
We integrate large language models where they create measurable value — grounded in your data, observable in production and wrapped in the controls a business needs.
What we do
AI & Automation capabilities
LLM integrations
Model-agnostic integration of LLMs into products, with prompt management, guardrails and cost controls.
AI agents
Agents that call your tools and APIs to complete multi-step tasks, with human approval where it matters.
RAG & intelligent search
Retrieval over documents and internal knowledge with embeddings and hybrid search, so answers cite their sources.
Process automation
Automation of repetitive operations — document processing, classification, routing and reporting.
Reference architecture
How the pieces fit together.
A typical structure we start from and adapt to each product.
Grounded in your data
Answers come from your sources, with retrieval you can inspect and improve.
Evaluated, not guessed
Each use case gets an evaluation set, so quality is tracked as models and prompts change.
Observable and controlled
Every call is traced, with access control, logging and spend limits.
FAQ
Common questions
Let's build something useful.
Tell us what you're trying to build and we'll help you figure out the best way forward.