AI production systems need taste, not just tools
How brands and agencies can turn AI workflows into reliable creative output without losing judgment, taste or commercial focus.
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Ideas at the intersection of brands, growth and AI.
Practical perspectives on Creative, Media, Growth and Search, informed by more than 20 years of building brands, businesses and digital systems.
MACULA perspective
Human strategy, creative judgement and AI used deliberately to turn attention into measurable growth.
Crypto ecosystems are built through translation
Why blockchain projects need market narrative, product clarity and community translation as much as technical infrastructure.
Read insightMedia growth works when brand, data and conversion share one room
A practical view of media growth strategy across paid media, ecommerce, content, analytics and commercial outcomes.
Read insightCreative strategy is becoming an operating system
How agencies and brands can move from campaign thinking to reusable creative systems that scale across channels.
Read insightWeb3 brand positioning has to make complexity useful
How Web3 and blockchain brands can position products around user value, trust, utility and ecosystem participation.
Read insightOperator-led marketing beats department-led marketing
Why modern marketing systems need operators who can connect strategy, creative, media, data and commercial execution.
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