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Case study

Shaping the go-to-market for an industrial product entering the data-center market

An embedded market-intelligence engagement with a global industrial technology leader, supporting product and go-to-market decisions across industrial and data-center markets.

Client details anonymized; figures illustrative where confidential.

Problem

Leadership had a direction in mind for a new product's go-to-market and needed to know where demand was genuinely real before committing. The ambiguity was which target segments to prioritize, and whether the preferred path was the right one.

Approach

I ran point with the stakeholders, reframed the question, and directed a team of five through market sizing, competitive positioning, and supply-landscape and demand-signal analysis, validating the leadership hypothesis where the evidence backed it and surfacing alternatives where it did not.

Where AI augmented the work

I used AI across the engagement to map the problem space, draft competing hypotheses and source maps, accelerate first-pass synthesis, and red-team the findings before they reached the client.

Outcome

Defined the target-market priorities for the GTM launch and shaped a related sub-brand's product roadmap. Scoping proposals across budget scenarios grew the engagement by 50% over two years.

Skills applied
GTM strategyProduct roadmapMarket sizingCompetitive positioningTeam leadershipAI-enabled research