AI implementation
AI implementation: LLM, RAG and AI agents
When your company needs an AI system built, AI Labs designs the solution, helps you choose who builds it and keeps the project on track. Between us we have shipped 20+ AI projects, so we know what breaks after the demo.
We are not a development team for hire. You get the architect and the person who supervises; the build is done by your team or by a provider we help you choose.
Best fit companies that already have an AI project in mind and want someone on their side of the table before they sign with a provider.
What you get
- A solution design: what to build with an LLM, RAG or agents, what to buy, and what to leave alone.
- Requirements and acceptance criteria your provider can be held to.
- A scored shortlist of providers and tools, tested on your real cases.
- A pilot plan and a contract checklist, including data protection.
- Delivery oversight: someone on your side until the system works in production.
A typical first 60 days
- 01
Before you pay anything
A free 30-minute call. We look at your company and market beforehand, and you leave with the 2–3 places AI could pay off first. Then you get a scoped first step with a price.
- 02
Days 1–30: design
Requirements, architecture and the build-or-buy decision. Self-hosted or cloud, depending on your data.
- 03
Days 31–60: selection and pilot
The shortlisted options tested on your real cases, then a pilot plan with clear acceptance criteria.
Comparable work
From the track record of Mihai Cvasnievschi, who leads our engagements.
Enterprise AI
A self-hosted AI platform (RAG and agents) for a national telecom operator.
AI in Romanian
Speech-to-text and language understanding for medical reports in Romanian.
Who does the work
Mihai Cvasnievschi leads every engagement. He has 25+ years in software and has worked in AI since 2013. Partners across strategy, data, engineering, governance and training join when your problem needs them. Never a junior team.
Questions people ask
Do you build AI solutions yourselves?
Our focus is advice and enablement: strategy, selection and training. When something needs building, we help you choose the right provider and keep the project on track.
We already have an IT provider. Why would we need you?
Your IT provider runs your systems. We help you decide what AI to adopt and who should deliver it. Often that's your existing provider, and we help them do it well.
Can the system run on our own servers?
Yes, when your data calls for it. Mihai Cvasnievschi designed a self-hosted AI platform (RAG and agents) for a national telecom operator, and we help you weigh self-hosted against cloud for your case.
Is our data safe?
We work under NDA and build every recommendation around your data-protection obligations, including GDPR and your sector's rules.
Last updated: 13 November 2026