We design and deploy custom AI agents, RAG systems, and Claude Code workflows for B2B teams. In production on day one — not stuck in a slide deck.
We've seen it. You've felt it. Three patterns we hear every week from B2B teams who tried and got burned.
POCs that crumble the moment your team puts them in front of a paying customer. You're left explaining why the magic doesn't translate.
Enterprise consultancies quote you 6 months and €200k for a workflow you could ship in two weeks if you had the right operator.
You ended up with three SaaS subscriptions, a half-broken Zapier flow, and the same manual work — just with more dashboards to ignore.
Four practices. One promise: every system we deliver runs in production on day one, not in a slide deck.
MCP servers · multi-agent orchestration
Custom agents that do the work — ticket triage, doc gen, sales prospecting, data extraction. Built as MCP servers so they plug into your existing stack (Claude, Cursor, internal tools).
Knowledge bases that actually answer
Production RAG over your docs, contracts, tickets. Hybrid retrieval (dense + sparse), re-ranking, citations. No hallucinations on questions your team needs answered every day.
Agentic dev pipelines · CI/CD
Set up your team on Claude Code with the workflows that actually move work — test generation, refactor agents, doc-update bots tied to your repo and CI. Cut review time, not corners.
Any sector · strong automation focus
End-to-end automation for B2B operations — sales ops, customer success, finance back-office, legal review. We map the process, build the agents, ship it to your team.
No 6-month engagements, no slide-deck-only deliverables. A real timeline with real handoff points.
Week 0 · 30-min call + 2 days of process audit
We walk your workflow end-to-end, find the 3-5 tasks worth automating, and define what 'shipped to production' means for your team — measurable, observable, owned.
Weeks 1-3 · agent design + integrations + evals
We design the agent or RAG architecture, integrate with your stack (Claude, OpenAI, internal APIs, DBs), and ship evals on day one so we know if it's working — not just looks like it.
Week 4+ · deploy + observability + handoff
We deploy to your infra, wire observability, train your team. You own the code, the model choice, the spend. We're around for 30 days of patches, then your team is fully autonomous.
Everything we use internally to ship AI agents fast. Token tracking, workflow patterns, eval scaffolding. Built from real engagements.
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Each agent. Each workflow. Each watch-out from real production runs. If you want to see how we work before you book a call, start there.
shipped is a one-person AI build studio. I'm Cristian — I architect and ship AI systems that run inside B2B operations every day, in any sector with strong automation needs.
I work end-to-end: process discovery, agent design, integration with your stack (Claude, OpenAI, internal APIs, databases), evals, and the deployment story. No handoffs, no slides. Just systems that earn their place in your team's workflow.
On the YouTube channel I show the work — every build, every workflow, every honest watch-out. That's the build log. This site is where you hire me to do it for your operation.
We don't do 6-month engagements that end in slide decks. Every project ships to your production environment, with code you own, observability your team can read, and a deliverable defined by what's running — not what's been documented.
We take on a small number of B2B engagements per quarter — depth over breadth. Tell us what you want to ship and we'll come back within 48 hours with a scoped proposal.
One 30-minute call. No deck, no sales theater. We walk the workflow, you walk away with a scoped, fixed-price proposal within 48 hours.
⏵ hello@shipped.space · Helsinki · Italy