AI's next phase isn't innovation, it's capital discipline
Market
CTO-CFO enterprise AI capital allocation
Trend
Enterprise AI programs are moving from experimentation and adoption counts toward questions about realized value, compute consumption, and whether autonomous workflows justify their full operating cost.
Tech Highlight
Price the completed business outcome—including model calls, orchestration, retries, integration, oversight, and exception handling—rather than treating tokens or agent seats as the unit of value.
6-Month Outlook
Watch portfolio reviews require cost per successful workflow, payback period, and attributable margin or productivity gains before additional agent capacity is funded.