AI & Automation

Most businesses don't need an "AI strategy" — they need two or three specific manual processes automated, and maybe one AI-powered feature that actually saves someone real time each week. We focus on that: practical wins over speculative ones. That might mean integrating an LLM (OpenAI, Gemini) into an existing product for search, summarization, or support, building an internal chatbot that actually knows your data, or automating a workflow that currently lives in someone's inbox and a spreadsheet. Every AI feature ships with monitoring and cost controls, since usage-based AI pricing can get expensive fast without guardrails in place.