G2 Weather Intelligence

G2 Weather Intelligence

The Billable Hour Is Dying. So Is the Barrier to Enterprise Weather Strategy.

What five years inside IBM consulting taught me about why weather intelligence never scaled — and why AI agents are about to change that.

Paul Walsh's avatar
Paul Walsh
Jul 03, 2026
∙ Paid
Source: USA Today

I spent five years at IBM Consulting after the company acquired The Weather Company and saw firsthand what happened when a retailer or CPG company sought to build an integrated weather strategy.

The business case was clear. The data was available — and relatively inexpensive. The financial opportunity was real and measurable. But the consulting financial model made the math not work.

Billable hours. Utilization targets. Multi-million dollar engagement economics. A large team of consultants required to connect weather intelligence across seasonal planning, demand forecasting, pricing, marketing, staffing, and financial risk management. A multi-year transformation timeline before the ROI showed up in the P&L.

Most retailers looked at that equation and made a rational decision: pass. Or pilot. A demand forecasting experiment here. A weather-triggered marketing campaign there. Point solutions that never connect to the integrated system that delivers real value.

Weather intell…

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