We've integrated AI into production apps where it actually moves the needle: meal logging by photo (Calorii), real-time vocal effects (Singing Playground), and intelligent route optimisation (NextMove). We focus on AI features that solve a real user problem — not bolted-on chatbots.
What we cover
- LLM integration (OpenAI ChatGPT, Anthropic Claude, open-source)
- Retrieval-augmented generation (RAG) on your own data
- Image and vision (object detection, OCR, image classification)
- Voice and audio (speech-to-text, vocal effects, transcription)
- Recommendation engines and personalisation
- Prompt design, evaluation, and version control
- Cost monitoring and rate-limit handling for production load
How we approach it
We start with the problem, not the model. Many "AI features" can be solved with simpler ML or a well-tuned heuristic. When a model is the right answer, we'll pick the cheapest one that meets the quality bar.
