Food & Ingredients · Food Ingredients & Specialty Chemicals

5 AI Use Cases in Sales in 14 Weeks

Starting point

An international food ingredients manufacturer saw clear AI potential in its EMEA sales operations — but no structured path to get there. The team knew what it needed: less reporting overhead, better market intelligence, stronger preparation for client meetings. What was missing was a systematic prioritization, a robust data foundation, and a format that could move use cases quickly from idea to production.

What we did

We structured the engagement in three phases: strategy development with the sales team — 27 use cases captured, prioritized, and grouped into six domains. In parallel, an analysis of the data landscape. Then the implementation phase: Market Intelligence, Email Monitor, Calendar Intelligence, Offer Creation, and Reporting Automation — all five use cases deployed into production. Format: weekly war room with the 40-person EMEA team. Total duration: 14 weeks.

Results

Use cases in production

Sales professionals empowered

14 Wochen

From strategy to go-live

Use cases identified & prioritized

What we learned

The value does not lie in individual tools, but in the new transparency. What was previously scattered or entirely invisible — market movements, open emails, proposal status — now flows systematically into the team's workflow. That is the real step forward: not automation for its own sake, but structured visibility as the foundation for better decisions.

This is the summary. How we approached it methodologically — which architectural decisions we made, what we discarded and which patterns can be transferred to other contexts — we discuss in a personal conversation.

Not because we want to sell you something. But because this depth is what our clients engage us for — and it does not belong on the open internet.