AI as an amplifier of structure
In 2026, AI adoption in Romanian companies is happening at remarkable speed and with insufficient structural understanding. Often, ‘we use AI’ means one employee using ChatGPT on their own, with no integration into the company’s systems, no data protection protocol and no measurable impact on margin.
The order that creates value
The fundamental principle of the RealTime methodology on AI is simple: AI implemented on a solid structure is a multiplier of efficiency. AI implemented on a structure with unaddressed friction amplifies that friction. That is why, in an intervention, AI comes after structure. The ratio is 80% structure, 20% AI as an accelerator.
The real value of AI: a verifiable metric
The AI automation component of Return on Intelligence asks for one thing: the verifiable monthly value generated by AI, in euros. An AI system that automatically produces reports which used to take two days of manual work creates value you can calculate. An AI system that monitors cash flow and raises alerts 48 hours before a potential liquidity problem creates value you can calculate.
‘AI without a system is just expensive enthusiasm.’