AXS Ingénierie project — Custom AI agents — prospecting and technical quotes
Ingénierie / Levage lourd

AXS Ingénierie

Custom AI agents — prospecting and technical quotes

Agents IAProspectionDevisIngénierie
AXS Ingénierie is an engineering firm based in Le Havre, specialising in expert assessment, calculations and project management for heavy lifting equipment and industrial and port installations. ISO 9001 and CEFRI certified, the company works in France and abroad, from Morocco to New Caledonia. AXS wanted two specific tools, described in its own specification: an agent to find and qualify future clients, and an agent to draft its technical quotes. The project was split into firm milestones, delivered on AXS's own server. The first agent, dedicated to prospecting, is in service. The sales rep describes in plain French the companies they are looking for, for example “sugar refineries in Brittany”. The agent identifies matching companies and filters out existing clients, ranks them by similarity to the clients already won while explaining each score, spots buying signals and the right contacts, then suggests a tailored approach angle. It relies on AXS's sales history, refreshed every night. Next step: the quote-drafting agent. Starting from the client's specification, it will draft a technical quote in AXS's templates. Pricing stays with the engineers. In short: less time spent searching, better-targeted outreach and faster quotes, with the sales team keeping the final say.

What happened next

What the engagement led to

  1. May 2026

    Specification approved

    Two agents, delivered in firm milestones

  2. Jul. 2026

    Development kicks off

    On AXS's own server

  3. Sept. 2026

    Prospecting agent in service

    Sales history refreshed every night

  4. Next step

    Quote-drafting agent

    Pricing stays with the engineers

Client: AXS Ingénierie

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