AI Integration

Large language models, retrieval pipelines and ML features integrated into your existing systems with the same engineering rigor as any other production component. We build AI that works in production — not just demos.

How we use AI in practice:

• Retrieval-augmented generation — chat with your knowledge base, properly cited and access-controlled
• Document intelligence — extract structured data from PDFs, invoices and contracts at scale
• Workflow automation — agentic systems that reduce manual triage in support and operations
• Custom ML models for classification, forecasting and recommendation
• Model evaluation pipelines so you can confidently swap providers or fine-tune as the field evolves

We bring the same scepticism to AI that we bring to every system: prove the value, document the trade-offs, and design for the day when the underlying provider changes.