AI sales prep and next-best recommendations

An AI chatbot plus ML product recommendations that turn hours of account research and proposal prep into minutes—now used by 100+ sales reps.

Atmospheric poster of sales prep at a desk

100+

Sales reps using it in day-to-day prep

Challenge

Sales reps manually identified products, researched customer context (including recent news and priorities), and packaged tailored pitches into presentations. Quality was inconsistent, turnaround was slow, and the process did not scale across the team.

What we did

FocusKPI built an AI-powered chatbot to automate end-to-end sales preparation. Product recommendations came from a FocusKPI machine learning model—replacing reliance on individual rep intuition—while the assistant summarized customer insights and generated presentation-ready materials. Continuous feedback from sales teams improved relevance and usability over time.

Results

Proposal creation dropped from hours to minutes, with strong adoption across 100+ reps. Consistency and quality improved, reps spent more time selling, and the engagement expanded to include an AI-powered sales agent for further automation.

FocusKPI improved how our sales team shows up to our customers—account meeting prep that used to take hours now happens in minutes, with better quality and consistency.

Sales VP

Why it worked

The solution was embedded in existing sales workflows—not a separate portal—so adoption was rapid, feedback loops were continuous, and the ML recommendations stayed tied to how reps actually sell.

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We typically start with a scoped proof of concept before production deployment.

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