Improve project margins from quote to production

Co-founded by Mickaël Mamou (CEO) & Jonas Levy (CTO)

Relief is an AI-powered quoting platform for industrial companies managing project-based work. Relief directly impacts EBITDA by enabling teams to process more quotes, respond faster to RFQs, and enforce predictable margin structures, without increasing expert headcount.

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What Relief does

Relief transforms quoting from a growth bottleneck into a scalable process. It accelerates and secures quote creation by automating RFQ specification analysis and pre-generating quotes for expert review, based on the company’s own know-how, industrial capabilities, and internal practices.

By reducing dependency on quoting experts and standardizing how quotes are built, Relief increases quoting throughput and supports sustainable revenue growth.

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Where it is used

Relief is used by project-based industrial companies where quoting is complex, time-consuming, and critical to profitability, including:

  • Metal subcontracting
  • Complex assemblies
  • Modular and custom machine manufacturing

Typical users are industrial SMEs and mid-market companies operating in small series or custom production. These companies share a common challenge: the lack of a standard methodology to quote reliably at scale.

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What it changes on the ground

  • With Relief, quoting no longer limits growth when demand increases. Teams spend less time per quote, respond faster to RFQs, and improve conversion rates without increasing pricing pressure.
  • Expert knowledge is leveraged more efficiently, reducing reliance on a few key individuals. Managers gain visibility into quoting performance and constraints, enabling better resource allocation and more predictable growth.

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Mickaël Mamou
CEO
Jonas Levy
CTO

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