Practical writing on getting data and AI into production, from the senior practitioners doing the work. No hype, no boilerplate.
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Data & AI Strategy
Once you've decided AI oversight is required, the question becomes what to build and in what order. An operati…
Data & AI Strategy
Portfolios rushing into AI governance vendor evaluations are solving the second problem first. The decision th…
Data & AI Strategy
AI readiness is not a technical maturity score. Whether a portfolio company will capture AI upside comes down…
Data & AI Strategy
PE operators who treat data infrastructure as an IT overhead line are miscategorizing the problem. Data maturi…
Data & AI Strategy
Enterprise AI governance frameworks break under PE portfolio conditions. Here are the three controls that actu…
Data & AI Strategy
Once a company runs real agentic workflows, inference becomes the dominant cost line, not model licensing. The…
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