Practical guides for AI decisions

Guides written by the AI Leaders Romania team for real company AI decisions. Each guide starts from a question we hear often and ends with concrete steps.

Your first AI use case: how to choose where to start

Where do you start with AI in your company? The criteria that pick the first use case: impact, feasibility, risk, and readiness, plus the anti-criteria and cheap validation before investing.

The AI board memo: presenting an AI decision on one page

What the board wants to hear about AI: opportunity, options, risk, cost, ownership, and the result that proves the investment. The one-page memo structure, with the mistakes to avoid.

The EU AI Act for companies in Romania: obligations and concrete steps

What the EU AI Act is, what your company must do depending on role and risk, what already applies and what comes next. A practical guide with concrete steps and official sources.

From AI pilot to production: go/no-go criteria and concrete steps

Why AI pilots die in the demo and how to move from proof of concept to a production system: go/no-go criteria, data, risks, ownership, and operations. A practical guide.

Build, buy, or integrate: how to choose the right AI solution

SaaS, custom development, or integration on top of your existing systems? The criteria that decide: total cost, data, ownership, risk, and time-to-value. A practical decision guide.

AI tool adoption: turning licenses into real usage

You bought Copilot, ChatGPT, or other AI tools and usage is flat? A practical adoption guide: roles, workflows, support, KPIs, and the mistakes that keep licenses unused.

Working on an AI decision?

Tell us what you want to solve. A practitioner replies by email within 48 hours with next steps.

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