The operations data we actually watch

The factory floor and the data center are moving at two different speeds. Industrial production and manufacturing output both ticked up in September, but barely. Meanwhile Microsoft, Oracle, Meta, Amazon and Alphabet are pouring tens of billions more into AI infrastructure than a year ago. If you run a mid-sized operation, the gap between those two speeds is where your next decision should live.

Manufacturing

The industrial production index hit 104.0 in September, up from 103.3 in August and up 2.2% from a year ago. Manufacturing output moved similarly, 99.4 versus 99.2, up 1.4% year over year. Capacity utilization held flat at 75.9%, barely above August's 75.8%. The number that stands out is manufacturing construction spending: 171 $B a year, down 19.1% from a year ago. Plants are running, but nobody is breaking ground on new capacity. Manufacturing jobs are flat too, at 12,652 thousand, up only 0.3% from last year.

Software & SaaS

Business investment in software rose to 831 $B a year, up from 809 $B and up 9.0% from a year ago. The big vendors are growing fast: Microsoft's fiscal-year revenue hit 331.8 $B, up 17.8%, and Oracle's hit 67.4 $B, up 17.4%. But custom programming services jobs fell to 2,355 thousand, down 1.4% from a year ago. Companies are spending more on software and employing fewer custom programmers to build it. Open source ERP is still gaining slow, steady attention, with Odoo at 55,455 GitHub stars, up 2.4% from a year ago.

AI & agentic work

Capital spending at the biggest tech companies is not slowing down. Oracle's capex hit 55.7 $B for its fiscal year, up 162.4% from a year ago. Meta's hit 69.7 $B, up 87.1%. Microsoft's hit 115.9 $B, up 79.6%. Alphabet and Amazon are up 74.1% and 58.8% respectively. Epoch AI counted 109 notable AI models released, up from 99, a 10.1% increase. But the agent frameworks that are supposed to put that spending to work, LangChain, CrewAI, AutoGen and the OpenAI Agents SDK, are only growing adoption 1.4% to 4.2% on GitHub. The money is way ahead of the tooling.

Energy

Electric power generation fell to 114.9 from 125.8 in August but is still up 9.2% from a year ago. Utilities output is up 8.7% from a year ago, at 117.3. Demand tied to data centers is showing up in the energy numbers.

What this means for a mid-sized operator

• Don't staff up for custom software builds right now. Put the budget into tools, not headcount; the market is already doing that.
• Hold off on new manufacturing capacity. Construction spending is down 19.1% from a year ago; run what you have at today's utilization.
• Budget for energy cost increases now. Generation and utilities output are both up close to 9% year over year, and that cost hits your P&L before your customers ever notice it.