Insights

Lessons from building AI systems that actually ship inside the Fortune 500.

Aug 31, 2026

The tail you cut was holding the shelf

A SKU that ranks in the tail nationally can be the second-best seller in one retailer's set. Rank the list, cut the tail, and you delist the product that was holding the shelf.

A.Team | AI Solutions

The last unmeasured line item — trade spend, hero image

Aug 31, 2026

The last unmeasured line item: What revenue leaders keep telling us about trade spend

A.Team | AI Solutions

Aug 24, 2026

Context is king: Getting frontier-grade trend detection out of a cost-efficient model

Christina Stejskalova, Applied AI Engineer

Aug 17, 2026

Your Extraction POC Works on 10 Documents. Here's Why It Breaks on 10,000.

Marcin Wylot, PhD

Jul 16, 2026

Your agency owns your media data. That's the real AI bottleneck.

A.Team | AI Solutions

Jul 16, 2026

The trend dies before your brief is written

A.Team | AI Solutions

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Jul 16, 2026

The campaign was failing in week one. The report came in week six.

A.Team | AI Solutions

Jul 16, 2026

Brand equity is now a lagging indicator

A.Team | AI Solutions

Jul 16, 2026

Your safety stock is the cost of what you can't see

A.Team | AI Solutions

Jul 16, 2026

Revenue growth management is a portfolio problem

A.Team | AI Solutions

Jul 16, 2026

When your retail media ROAS says $3 and your ROI says $1

A.Team | AI Solutions

Jul 16, 2026

Forecast accuracy has a ceiling. Explanation doesn't.

A.Team | AI Solutions