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Solution

AI Solutions

AI wired into a product, not bolted onto a demo.

Model integration, retrieval systems, document intelligence and AI features built into applications people already use.

The gap between an impressive prototype and something a business can rely on is where most AI projects fail. Handling bad input, checking output, controlling cost and degrading gracefully when a provider is down are the parts that take the time.

We build AI into existing products and new ones: retrieval over your own data, document processing, classification, summarisation and assistants — with the evaluation and review steps that make the output trustworthy enough to act on.

Choosing a model is the last decision

We design so the provider can be swapped. Model quality and pricing move quickly, and a system locked to one vendor's API ages badly.

What this covers

  • AI application development
  • AI integration into existing products
  • RAG and knowledge-base systems
  • AI-powered search
  • Document intelligence and OCR
  • LLM and AI API integration
  • AI-powered customer support
  • AI data processing pipelines
  • Evaluation and quality monitoring

What you get out of it

AI features inside your product rather than in a separate tool nobody opens.

Cost per request you can measure, cap and forecast.

A review step wherever the output affects money, identity or a legal outcome.

Need ai solutions?

Describe the problem and we will come back with an approach, a rough timeline and an honest view of the cost.