AI Integration & Prompt Engineering
LLM-powered features that actually move your metrics
Built around the outcome
Artificial intelligence only creates value when it is wired into real workflows. We help you integrate LLMs (OpenAI, Claude, and open models), retrieval-augmented generation (RAG), and automation into your product or back office, with prompt engineering that is grounded, reliable, and cost-aware.
We design the system, not just the demo: context pipelines, embeddings, guardrails, evaluation suites, and cost controls. The result is AI you can trust in production, including customer support copilots, document intelligence, content workflows, and data extraction that replaces tedious manual work.
Discuss your projectWhat you get
- LLM API integration (OpenAI, Anthropic, open-source models)
- RAG pipelines over your own documents and knowledge bases
- Prompt engineering, evaluation, and guardrails
- AI-powered support agents, content tools, and data extraction
- Cost monitoring and model-switching strategy
Questions about ai integration & prompt engineering
Which AI models do you work with?
OpenAI, Anthropic Claude, and open-weight models via self-hosted or managed providers. We pick the model per use case and keep the architecture model-agnostic so you are never locked in.
Ready to explore ai integration & prompt engineering?
Talk directly with a senior partner in Madison, Wisconsin. No sales layers, just a useful first conversation.