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From AI Hype to
AI That Works.

Gartner says 40% of agentic AI projects will be canceled by 2027.
Forrester says 75% of self-built agent architectures will fail.
We exist so yours won't.

Products, consulting, and battle-tested expertise - from a team that's spent years inside one of the world's largest tech operations. We don't chase hype. We ship systems that hold up in production. We make sure they work for you.

OSS
Open at the Core
EU
AI Act Ready
10Y+
Battle-Tested at Scale

We've seen how AI fails at the highest scale.
We built a company to prevent it.

Vedoma was founded by engineers who spent years inside one of the world's largest technology operations - watching AI projects burn through budgets, stall in pilot mode, and collapse under the weight of their own complexity. Not in startups. In the companies everyone assumes have it figured out.

That experience taught us something the market hasn't priced in yet: the biggest risk in AI isn't choosing the wrong model. It's deploying without the guardrails, governance, and architectural discipline that separate a compelling demo from a production system.

We're not a typical agency and we're not a single-product vendor. We're a new kind of AI company - one that builds its own open-source products, embeds with client teams, and measures success by what actually runs in production. Our products are proof that we ship. Our consulting is how we transfer that ability to you.

Vedoma
/vɛ.do.ma/
From Old Slavic věděti (to know) + vědoma (knowledge, awareness)
  • 01 Knowledge that prevents failure - understanding applied at the right moment
  • 02 The synthesis of knowing and doing - wisdom in action
  • 03 The awareness to see what others miss

What we do

We build AI products and workflows, and we help you build yours. An open-core ecosystem backed by hands-on expertise - everything you need to go from idea to production without becoming another failed AI statistic.

AI Products & Tools

We build what we sell - and we open-source what we can. We develop our own AI-powered products and tools - not just client work. It's how we stay sharp, pressure-test our own thinking, and prove that what we recommend actually works in production. Selected tools are released as open-source so you can inspect the code before you trust the team.

GitHub Vedoma

AI Transformation Consulting

A co-pilot for your AI journey - not a vendor selling hours. We embed with your team to assess feasibility, select the right use cases, architect for production, and transfer knowledge so you don't depend on us forever. We've done this inside one of the world's biggest tech operations. Now we do it for European businesses ready to move past the pilot stage.

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Custom AI Engineering

When you need something built - properly. LLM-powered workflows, multi-agent systems, data pipelines, production-grade APIs. We design and build custom AI systems with the same engineering rigor we apply to our own products. Full-stack. End-to-end. Owned by you.

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How we work

Every engagement starts with one question: what's the fastest path to an AI system that won't fail in production?

01
Diagnose
We assess your current AI readiness, data infrastructure, and team capability. Most projects fail before a single line of code is written - wrong use case, wrong architecture, wrong expectations. We catch that here.
02
Architect
We design the system topology, guardrails framework, and integration layer. Every architecture decision is documented, debated, and validated against production failure patterns we've seen first-hand.
03
Ship
Sprint-based development against a working system from week one. CI/CD, observability, and rollback mechanisms from day one - not bolted on later. Weekly demos. No surprises.
04
Harden
Production deployment with monitoring, drift detection, and continuous evaluation. We don't disappear after launch. We stay until the system proves itself under real-world conditions - then we transfer full ownership to your team.

Don't become a statistic.

Whether you're planning your first AI deployment or trying to rescue one that's gone sideways - we've been there.

No pitch decks. No 6-week discovery phases. Just a 30-minute conversation about your situation.