Roga Digital
All services

AI integration & consulting

AI features that do real work inside your software.

LLM features, retrieval, agents, and evaluation. I help you work out what AI changes for your product, where it's worth building, and where it isn't. No vendor lock-in by default, and no AI features for the sake of having AI features.

Tell me about your projectSee it in production

The useful AI work in most businesses is unglamorous: drafting, classifying, checking, and summarizing inside a workflow people already follow. It works when it sits in the tool your team uses and when someone has measured that the output is good enough.

I build those features and the evaluation that keeps them reliable. If the answer for your case is that AI will not help yet, I will tell you that before you spend the budget.

  • OpenAI · Anthropic
  • Vercel AI SDK
  • RAG
  • Eval
  • Agents

What you get

  • A written assessment of where LLMs help and where they're a distraction.
  • Prototype features (retrieval, structured output, classification, agents) you can put in front of users.
  • An evaluation pipeline, so you know if quality regresses with the next model swap.
  • A provider strategy: when to pin to a vendor and when to stay portable.

When it fits

  • Your team wants to ship AI features but isn't sure which ones.
  • You've shipped an LLM feature and don't trust the output.
  • Your board is asking about AI strategy and you want a grounded answer.

In production

Where I’ve done this before.

Based on Vancouver Island, BC, Canada · working across Canada

Send the problem, not the spec.

Tell me what your team is working around today. I read every message myself and reply in writing within 48 hours.

Get in touch