Don’t Kill The Golden Goose: Rectifying AI Cost Without Stifling Innovation

AI adoption in software engineering has surged, with companies like Uber spending heavily on models such as Claude Code. However, rising costs are prompting CFOs to scrutinize ROI, revealing that increased token usage doesn't always equate to productivity gains. Firms face a challenge in balancing cost controls without stifling innovation, as focusing solely on token counts or cheaper models may overlook true problem-solving efficiency.