Illustrative use case · Knowledge & AI

Find the right product information

Answer technical questions using data sheets, manuals and compatibility tables. Product variants, sources and points needing confirmation remain visible to the presales team.

The context

The manufacturer sells several equipment families with different options and generations. Relevant details appear in commercial sheets, technical manuals and engineering files. Presales teams regularly ask the same specialists to confirm a specification, operating limit or compatibility between references before they can give a customer a suitably qualified answer.

The problem to solve

Similar product names can hide different characteristics. A sales presentation may omit technical restrictions. Answering a compatibility question too quickly can create an expectation the equipment does not meet, or require the team to revise a proposal after a specialist has reviewed it.

The proposed mission

  1. 01

    Prepare an authorized corpus for one product family, linking every document to its reference, version and status, with access appropriate to the teams participating in the pilot.

  2. 02

    Draft comparative answers linked to source passages and identify undocumented conditions, allowing the product specialist to verify each relevant claim before it is included in a customer proposal.

  3. 03

    Retain approved technical answers as reference sheets maintained by product managers, with versions and access rights, making the documented knowledge available for future requests as the range evolves.

Intended benefits

  • Technical answers prepared with an explicit product reference and documented operating context.
  • Specialist involvement focused on the points that remain undocumented, uncertain or ambiguous.
  • Approved product knowledge that can be maintained as ranges and internal teams evolve.

How to measure the outcome

  • Technical preparation time
  • Claims approved by a specialist
  • Questions without sufficient sources

The baseline and objectives are defined during scoping, then compared with pilot results.

Other starting points

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