AI Agents & Agentic Systems
Multi-step agents with tool use, LangGraph orchestration and eval gates — production paths, not chat demos.
Answer-shaped service pages for the intents AI engines actually retrieve — compliance evidence, fractional ownership, and production agents.
Engineering evidence pack under Regulation (EU) 2024/1689.
ServiceOne accountable owner for engineering, architecture and product strategy.
ServiceLangGraph, tool use and evaluation.
Traffic-facing clusters first: agents, automation, agentic systems, voice, GEO/AEO — with private AI when you need it.
Multi-step agents with tool use, LangGraph orchestration and eval gates — production paths, not chat demos.
Workflow automation that replaces manual ops — document pipelines, RAG jobs, scheduled agents with clear commercial intent.
Voice-capable agents wired to the same tools and policies as your text stack — fast-moving category, same production bar.
Answer-shaped pages and technical surfaces
(llms.txt, sitemap, schema) so agents
and answer engines can retrieve you — not only rank
you.
Niche but high-value: on-prem or private serving when data and weights must stay inside your boundary.
Fine-tunes and compression so tool-use agents fit your hardware budget without losing reliability.
EU AI Act guide