Category: Systems That Scale
Approach: A one-off fix doesn’t hold; the operation needs something built once that keeps working — an algorithm, an automation, a process — after the person who built it moves on.
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An editorial-priority algorithm that outlived its first engagement
Prove, with a decision-support algorithm built for one media site’s editorial prioritization, that a system designed once against real data can outlive the engagement that funded it and keep serving other operations.
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AI-era relevance, proven by two real engagements, not a claim
Prove that AI-era operational relevance is evidenced by two real engagements (AI-assisted content production, Simplébo 2023 and Aprovall 2024) showing the same systems-building instinct on each side of the moment AI became mainstream (one just before, one just after) rather than a late pivot, scoped to exactly what those engagements demonstrate.
