AI / ML Integration — intelligent systems built for production, not demos.
LLMs, ML pipelines, and AI-native features integrated into your existing products.
What we deliver
We integrate large language models, ML pipelines, and AI-native features into your existing products. Build intelligent systems that actually work in production.
What's included
- ✓ LLM integration and prompt engineering
- ✓ RAG pipelines and vector search
- ✓ ML model deployment and monitoring
- ✓ AI product strategy
- ✓ Fine-tuning and custom model evaluation
Frequently asked questions
Can you integrate AI into our existing product without a full rebuild? +
Yes — most of our AI work is additive integration. We add LLM or ML capabilities alongside your existing codebase, minimising disruption.
Do you work with African-language or Swahili data? +
Yes. We have experience building NLP pipelines that handle multilingual African contexts, including Swahili and mixed-code inputs common in East African digital products.
What LLM providers do you work with? +
We work with Anthropic Claude, OpenAI GPT-4, Mistral, and open-source models (Llama, Gemma). We help you choose the right model for your latency, cost, and compliance requirements.
Related services
Software Engineering
Production-grade software across the full stack — APIs, frontends, and everything in between.
Technical Consulting
Architecture reviews, technology strategy, and engineering advisory for teams that want to get it right.
Chatbot Development
Custom AI chatbots built on the latest LLMs — for real workloads, not just demos.
Ready to build something?
Tell us about your project. We respond within one business day.