G2 Weather Intelligence

G2 Weather Intelligence

Stop Reacting to Weather. Start Using It

The margin opportunity most retailers haven't touched yet

Paul Walsh's avatar
Paul Walsh
Apr 13, 2026
∙ Paid

Weather doesn't sneak up on you. It signals you — weeks and months in advance.

Most retailers still treat weather as something that happens to them. A bad quarter explained away on an earnings call. A miss attributed to an unseasonably warm October or a late spring. The forecast was wrong. The weather was unusual. Nothing to see here.

That’s not a weather problem; it’s a management problem opportunity.

Agentic AI and high-resolution modeling have made it possible to turn weather signals into a demand planning advantage — weeks before they show up in the register.

The technology exists. The margin opportunity is real. Most of the industry hasn’t yet moved in an integrated, enterprise-wide way.

That window won’t stay open long.

I sat down with Troy Siwek, General Manager of GreyOrange, on the In Store podcast to talk about what changes when retailers stop reacting to weather and start using it.

—Paul

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