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Latest / The Data Science Connect Podcast

Context Over Compute: The Overlooked Lever for AI ROI

Most enterprises chasing AI ROI look first at bigger models and more compute—but the biggest gains often come from a more economical, less glamorous lever: better context. Pilots stall and production systems underperform not because the models aren't capable, but because they aren't given the right information at the right time, forcing costly rework, manual review, and lost trust.

This conversation reframes context engineering as a business decision rather than a purely technical one. We'll unpack where context investment delivers outsized returns compared to model upgrades, how to identify…

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