Field notes

Writing from inside the work.

Essays on where market wisdom meets AI — and what it means for brands building in the D2C and FMCG world.

AI·Jul 10, 2026·9 min read

Beyond Demographics: How AI Sentiment Analysis Unlocks True D2C Consumer Drivers

Demographics tell you who is buying. AI sentiment analysis, filtered through market wisdom, tells you why — and reframes the job your brand is actually being hired to do.

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Brand·Jul 03, 2026·8 min read

AI-Powered Reputation Management: Turning Customer Friction into Brand Loyalty

Public friction is not the enemy of brand equity — mishandled friction is. How real-time AI listening, filtered by retail wisdom, turns vocal critics into advocates.

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Strategy·Jun 26, 2026·9 min read

Protecting Brand Equity: The Shift from Blanket Discounts to Dynamic Promotions

Site-wide discounts train customers to wait for the next sale. AI-driven dynamic promotions, filtered by retail wisdom, protect margins and premium positioning.

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Creative·Jul 29, 2026·9 min read

How AI is Reshaping Creative Strategy

When every brand in the category sounds the same, distinctiveness becomes a commercial strategy. How AI builds behavioural personas — and why the Wisdom Filter still decides the final work.

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