Hire a workshop, deploy an agent.
Custom Claude / GPT agents, pipelines, and integrations that take real work off your team. Triage inboxes, draft responses, route leads, summarize meetings, watch your data — built around the tools you already use.
What you actually get.
Diagnostic & blueprint
Two-day discovery: where time is leaking, which workflows AI can absorb, what stays human. Output: a ranked roadmap.
Custom agents
Triage, draft, route, summarize, qualify — built on Claude or GPT, wired into Slack, Gmail, HubSpot, Notion, your CRM, your DB.
Run & evolve
Eval harness, observability, monthly tuning. Outcome metrics over vibes — we ship value, not chatbots.
How a ai automation engagement runs.
Two days mapping inputs, outputs, costs of inaction. Concrete numbers, not slideware.
Pick the highest-ROI workflow. Ship it behind a feature flag, supervised.
Promote to autonomous. Add the next agent. Stack saved hours.
Monthly evals, prompt iteration, model upgrades as the frontier moves.
What changes when this ships.
One brief away from a real plan.
Tell me what you're trying to ship. I'll come back with a scope, a fixed price, and a launch date — usually within 48 hours. Merlin setup from €1,200 · optional support from €250/mo · limits quoted after discovery.
east Start a Merlin diagnostic