AI that does real work
inside real companies.

Vulgo Systems is an AI agency. We build agents and automations that take over the work your teams shouldn't be doing by hand — for clients across the Americas, the UK and Europe.

Talk to usWhat we do
BUILT ONClaudeAWSLangChainLangGraph
Ops lead: "Every invoice still gets checked by hand. Can this be automated safely?"
agent[intake] 1,240 invoices/week analyzed
agent[match] reconciled against orders · 98.7% auto-approved
agent[escalate] 16 flagged for human review
result 4 hours/day returned to the team
Illustrative workflow
TEAMS WE'VE SHIPPED FOR
Tescootto.deBudapest BankInvictus GamesMÁVTelenorBlackRockCraftdmsCity PlumbingNUSZFGSZUkrenergoChannel 5Patients Know BestMBFSZ

What we build

Six ways we put AI to work — from a single automation to a full delivery pipeline.

AI agents & automations

Custom agents for document processing, reconciliation, reporting and customer workflows — connected to your systems, humans in the loop where it matters.

Agentic system orchestration

Multi-agent systems designed, orchestrated and monitored end to end — LangGraph state machines, tool use, guardrails and evaluation.

RAG & private AI

Retrieval-augmented answers over your own documents, on self-hosted LLMs when data must never leave your infrastructure. Proven on sensitive medical data.

AI-assisted software delivery

Your product built by agent-augmented teams — AI writes, reviews and tests, senior engineers stay accountable. Measured by defect rate, not vibes.

Cloud & DevOps foundation

Kubernetes runtimes, CI/CD, infrastructure as code and observability — the production floor your AI workloads run on.

AI readiness & consulting

We audit your workflows, find the automation candidates, and tell you honestly what's not worth doing.

Enterprise-grade under the hood

A decade of shipping systems where failure isn't an option — national payment infrastructure, retail, banking, healthcare. That's the engineering bar your AI gets built to.

15

enterprise clients — from national infrastructure to global retail and finance

since 2017

delivering for Tesco, otto.de, Channel 5 and other international enterprises

privacy-first

self-hosted AI available — your documents never leave your servers

Tell us what eats your team's time.

Write a few lines below, or call. No sales layer — we'll tell you what AI can take over, and what it can't.

Based inBudapest, Hungary
Emailofficial@vulgosystems.com
Working globallyClients across the Americas, UK & EU
Tel+36 70 469 74 88
Budget range