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Referment is working with a London-based company that has built an AI platform turning data from major construction projects into decisions their leaders can act on — forecasting delay and cost risk on large infrastructure and helping the people running those projects decide what to do about it. The underlying ML capability is trained on one of the largest datasets of construction schedules.
The company runs product differently from most.
Referment is working with a London-based company that has built an AI platform turning the data behind major construction projects into decisions their leaders can act on — forecasting delay and cost risk on large infrastructure and helping the people running those projects decide what to do about it. The underlying machine-learning capability is trained on one of the largest datasets of construction schedules in existence.
The company runs product differently from most. AI has collapsed the cost of building software, so its teams are organised into small squads of two to three people, and everyone in a squad is a contributor — there's no "write the spec and wait". As a Product Manager you'll lead one or more squads, own a quarter's mission, reconcile priorities when unplanned work lands, and make real trade-offs.
And you build. You'll prototype with AI tools, direct agents, review and edit generated code, and take ideas to working tests in days. Increasingly the product itself is agents, so you'll design what they do, what they must never do, and where humans stay in the loop.
This could suit a product manager from an AI or data-heavy B2B product, or someone with a strong technical and analytical background who wants real ownership in a small squad.
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