Investments in AI are skyrocketing, but their profitability remains difficult to measure over the long term. Beyond the promised productivity gains, companies must factor in costs that are often underestimated: infrastructure, monitoring, compliance, energy consumption, and carbon footprint. This roundtable discussion will examine what profitable AI truly means in the medium term, when technology decisions must also take into account their energy, financial, and environmental costs.