A guided workflow turns hand sketches into realistic target images and supports consulting, quoting and internal alignment.
Generic image tools understand neither product logic nor bespoke interior workflows. The application had to combine domain knowledge, materiality and a clear interaction flow.
The pilot starts at the moment when an idea first needs to become visible for a quote and a customer decision.
AI is embedded in a transparent process and replaces neither consulting nor specialist planning.
Space, use and requirements are clarified together.
Initial ideas translate the need into form, material and function.
The guided workflow creates a realistic target image for alignment.
Construction and production data remain in the specialist process.
The approved solution is produced and installed.
Specialist users contributed process and domain knowledge and tested the workflow against real tasks.
Additional models and process stages can be added, while a local deployment option remains possible.
A practical pilot that integrates visualization more consistently into quoting and provides a basis for further automation.