Custom GPT and LLM Integration
We build AI directly into the systems you already use — your ERP, your POS, your CRM, your website — rather than adding another tool for your team to learn.
The value of a language model is rarely the chat window; it is what happens when the model can read your data and act inside your workflow. We integrate GPT, Claude and open-source models into existing software so they draft the quote, summarise the ticket, categorise the invoice or answer from your documentation. Because we are a development company first, we treat this as engineering rather than prompting: proper error handling, cost controls, logging, and fallbacks for when a model is slow or unavailable. You keep ownership of the code and the data stays where your business needs it to stay.
Simple Steps to Process
- Use Case Review: We find the tasks where a model genuinely saves time, and rule out the ones where it will not.
- Data & Access: We work out what the model needs to read, and what it must never be allowed to touch.
- Prototype: We build the smallest working version so you can judge quality before committing budget.
- Production Build: We add error handling, rate limits, cost caps, logging and human review where it matters.
- Deploy & Monitor: We ship it into your live system and monitor cost and quality after launch.
What You Get
- AI features inside your existing software, not another separate tool
- Model choice matched to the job — quality where it matters, cheaper models where it does not
- Cost caps and usage monitoring so spend never surprises you
- Source code you own, with documentation
- Fallback behaviour for when a provider is slow or down