Practical guides, architecture notes, and lessons from shipping GenAI to production.
What an AI integration consultant does for software companies: where AI belongs in your product, wiring it into your stack, and shipping features that hold up in production.
An AI consultant helps your business find where AI actually fits, then helps build it. What they do, what they don't, the types, the cost, and when to hire one.
A practical guide to designing production RAG systems against explicit cost and latency budgets without sacrificing quality, covering retrieval, reranking, routing, caching, async orchestration, and evals.
A practical guide to evaluating multi-step LLM agents with planning, tools, retrieval, and memory before production, including metrics, simulators, regression suites, and release gates.