norveon.
Belgrade, Serbia

An AI implementation team. You name the result you need, we build and run the system that produces it, and we stay on the hook until it works in production.

See what we shipped

We sell the result. The hours are our problem. We ship our own products too.

Agentic workflowsMCP integrationsContext engineeringRAG & semantic searchHuman-in-the-loopEvals & regression suitesDocument AIAgent orchestrationGuardrailsLLM observabilityCost-controlled inferencePilot to production
AI & dataRAG · Embeddings · MCP · Extraction · Classification · Vision · EvalsProduct engineeringReact · TypeScript · React Native · Node.js · AstroRun it in productionTracing · Guardrails · Queues · CI/CD · AWS · DigitalOceanShipped forFinTech · PropTech · Retail distribution · HR · SaaS · Hardware
How we work

Pick how much of the problem you hand us.

01

Own the Outcome

You name the result. We take the whole path to it: the models, the system around them, the deployment, and whatever we find along the way that was actually in the way.

One team · No handoffs · We deploy it ourselves
02

Unstick What Stalled

A pilot that never reached production, an integration that keeps failing, an architecture nobody wants to touch. We scope it to a specific result and go fix that.

Short engagements · Fixed scope · A clear finish line
03

Selective Investment

When we believe in a product, we invest our own capital and engineering time. It's rare, but when we commit, we're fully in.

We built Arheev from scratch.
14
Engineers & designers
80+
MVPs shipped
1997
Writing production code since
2–4wk
Typical time to first working demo
We built Arheev with the same stack and processes we use for every client project. We face the same technical decisions you do, and we solve them first.
The Norveon team · Fully remote since 2023
What we deliver

AI that reaches production, not another pilot.

Most of it dies between the demo and the system it was meant to change. We build the part that survives that gap. Click any capability to see how.

01

AI Inside Systems You Already Run

Enrichment, classification, extraction and search wired into the software your business already depends on. It works inside what you already run, so nobody has to adopt a second system.

Real example: For a retail distributor, an enrichment service fills the product fields supplier feeds leave empty. Proposals wait for a person to approve them, and every acceptance is recorded, so the catalog can always tell you which values a human wrote and which a human approved.
02

Automating the Work Nobody Should Be Doing

The manual back office: data entry, document handling, routing, the reports somebody rebuilds by hand every Monday. We digitalize the process first and bring a model in where it earns its place.

Real example: In Arheev, our own HR platform, time-off requests are checked for conflicts as they arrive. It doesn't decide anything. It surfaces what someone would otherwise look up by hand.
03

Products Built Around a Model

A product with a model at its core, taken from prototype to something that survives production: evaluation, cost control, failure handling, and the unglamorous work of making a non-deterministic dependency behave.

04

Agentic Workflows With a Person in the Loop

Multi-step agents that take real actions in real systems, with approval gates where the consequences are irreversible and a record of what was decided by whom.

05

Product Engineering That Can Carry It

A model is only as good as the system it lives in. Web, mobile, APIs, data and deployment, built by one team so the intelligent part has something solid to stand on.

Real example: A FinTech dashboard rebuilt from legacy class components in four months. Result: 60% fewer support calls.
06

Second Opinions and Rescue Work

Architecture reviews, performance audits, and pilots that stalled on the way to production. We diagnose, implement the fix, write it down, and hand it back.

Real example: A rescue engagement usually runs 1–2 weeks and is scoped to a specific outcome rather than a block of hours.
AI & data
RAG · Embeddings · MCP · Extraction · Classification · Vision · Evals
Product engineering
React · TypeScript · React Native · Node.js · Astro
Run it in production
Tracing · Guardrails · Queues · CI/CD · AWS · DigitalOcean
Why the results hold

The models are the easy half.

14 engineers and designers, fully remote since 2023, working together on US startups since 2013 and writing production code since 1997. Over 80 MVPs prototyped and shipped. Most of the work turns out to be ordinary engineering, and that is the part that decides whether the result still works in a year.

Team collaboration session
Design workshop
Sprint planning meeting
Creative brainstorming session

How we work

  • 2-week sprints with working software
  • Same engineer from kickoff to production
  • Realistic timelines, consistently met

Not how we work

  • Open-ended discovery phases
  • Rotating teams with no continuity
  • Research projects that never reach production
Our products

Software we built. Hardware we ship.

Software · HR Platform

Arheev

Time off in spreadsheets, records across three tools, so we built our own. Arheev is HR management for growing teams: time off, employee records, presence tracking, and documents in one place. We run it internally every day.

Arheev dashboard interface
Omnotic THP-803 thermal receipt printer
Omnotic MPOS-M6-150 touchscreen POS terminal
Hardware · POS Brand

Omnotic

Our POS hardware brand for the Serbian market: the THP-803 thermal receipt printer and the MPOS-M6-150 modular terminal, built for hospitality, retail, and logistics. We took it to market ourselves: brand, website, sales channel, inventory, and support.

Software · Field Service

Workalitic

Work orders without the chaos. Workalitic is work order and inventory management for HVAC, maintenance, and field service teams: live job status, material tracking with low-stock alerts, and crew hours in one place. Free forever for up to two users.

Workalitic work orders dashboard
Autolitic work orders dashboard

"We switched from a paper notebook and WhatsApp group. After one week the whole team refused to go back."

Marko R., Auto service owner, Belgrade
Software · Field Service

Autolitic

Stop losing jobs in your notebook. Autolitic is work order management for car services, electricians, and plumbers: job photos and audit trail, client and vehicle history, and automated service reminders. Ten-minute setup, €25 a month.

Life at Norveon

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