Difficulty extracting actionable insights from data

Brands are drowning in data but struggle to synthesize it into clear, actionable insights that drive real decisions.

Analysis:

AI-powered analytics copilots that proactively surface insights and recommend actions — rather than waiting for humans to ask the right questions — could transform how retail teams use data. This is the conversational BI opportunity applied to commerce. Several startups are pursuing this.