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LavX Managed Systems

EU-resident AI engineering for European business. RAG, LLMOps, agents, custom software. Model-agnostic, no vendor lock-in.

Budapest · EU · EU-resident AI engineering

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Production AI · Enterprise softwareEU data residency · since 2023
Live demo

Production-ready AIfor people, by peoplefor European business

We build retrieval-grounded assistants on the frontier model that fits the task, across a multi-provider gateway, so you're not tied to any single vendor. Every answer names its source; we keep data and inference within the EU to your compliance needs, up to a full on-prem deployment, and the solution passes your security audit.

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Live RAG consolereal time
lms-demo · assistantDemo
MODEL: AUTO-ROUTED, BEST-FITREGION: EUSOURCE: 1 REFERENCE

You're talking to an AI assistant that answers from a public demo knowledge base. This is a demo; we store nothing you type.

You
Where is the data stored?
Assistant
In this deployment, data and inference stay within the EU: hosting runs on OVH and Netcup (EU), with Cloudflare in front.In this deployment, data and inference stay within the EU: hosting runs on OVH and Netcup (EU), with Cloudflare in front.SOURCE: security-and-compliance.md → Data location

Ask it anything. Real answers, cited from a live knowledge base.

How we work

Multi-provider gateway, always the right-fit model, so you're never locked to one vendor.

EU data residency
Model-agnostic, best-fit routing
Every answer cites its source
EU data residencyMulti-provider gatewayRetrieval-grounded99.9%+ availabilityEvery answer sourcedIn production since 2023No vendor lock-inEU data residencyMulti-provider gatewayRetrieval-grounded99.9%+ availabilityEvery answer sourcedIn production since 2023No vendor lock-in
Proof

Live systems, real numbers

Our own running systems, with numbers you can verify live. Full case studies on the Proof page, the research background on the Research page.

Work 01 / 02
“

A fully autonomous, multi-LLM news portal: every step from source to publish runs without human intervention. The same orchestration we use in closed enterprise work, just visible live.

NX
news.lavx.hu · own
Public · live demo
18,137
unique visitors / 30 days
~100/day
articles, no manual touch
Work 02 / 02
“

We architect and operate a fintech clearing house's production platform, with AI in operations: self-healing incident response and an internal RAG knowledge hub. Name under NDA, numbers from real measurement.

FX
Fintech clearing house
Under NDA · track record
99.9%+
actual availability
~100 h/week
engineer-hours recovered, 24 users
→ The case studies on the Proof page
Trust Center

Who builds the solution

Model-agnostic
Best-fit routing
We route each use case to the best-fit frontier model through a multi-provider gateway, with no vendor lock-in.
Since 2023
Proven delivery
AI and Web3 systems in production.
Data residency
Within the EU on request
Up to a full on-prem deployment, to your compliance needs.
In production
Live project
A working crypto-exchange system in production.
Capabilities

What we build and operate

Two pillars, one delivery model: production AI systems, and the enterprise software around them, from build to operations.

AI engineering

RAG systems

Assistants built on your documents, where every answer names the source it used.

LLMOps platform

Caching, evaluation and an audit log, so AI doesn't stall in pilot but runs in production.

AI agents

Typed tool use, strict stop conditions and a full audit trail, not opaque automation.

Multimodal AI

Text, audio and image in one pipeline, with the same source-citation discipline.

Workflow automation

We turn manual handoffs into rule- and model-based decisions, with an explicit override path.

AI integration

We fit AI into your existing systems, building EU AI Act obligations into the design.

Software and operations

Custom software development

Scalable web and mobile apps and enterprise systems, from backend to interface.

Enterprise cybersecurity

Real-time threat detection, zero-trust architecture and compliance management.

ITSM and operations

An ITSM framework with maximum availability and predictable operations.

Business process optimization

Data-driven process analysis and automation for measurable operational efficiency.

Mobile and cross-platform

Native-feeling, cross-platform mobile solutions that fit your backend.

Web3 and blockchain

Secure, scalable infrastructure for exchanges and clearing houses.

Industry context

Where production AI actually stands

Cited industry figures, each next to the named survey.

72%
of companies already run AI in productionMcKinsey, 2024
51%
run AI agents in a live workflowGartner, 2024
31%
average productivity gain from intelligent automationIndustry average
8wks
typical lead time with us to a production rolloutLMS: own data
Let's talk

Tell us what you want to see in production.

We reply within one business day with a concrete next step. On the call you talk to an engineer, not a salesperson.

Request a callbackSee what we ship →