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AI for Manufacturing process

Royalton Coating Sdn Bhd · Posted 1 year ago

ManufacturingRobotic Process Automation (RPA)
Budget
To be determined
Timeline
Not specified
Closed on
5 Nov 2025, 23:59 ICT

Problem statement

We have a lot of formulation of protective coating with many types of applications, from curing time to material and types of surface preparation. When meeting with customers, rather than needing full technical understanding, but providing the problem statement or photo of the requirement, we are able to retrieve the types of coating systems, surface preparation and product rather than combing through all the formulations and materials for manufacturing For manufacturing perspective, knowing which materials for which raw materials and techniques required for the order. There is also a need to compare raw materials and optimise, so rather than always needing a chemist or lab team, the AI will be able to advise based on all the technical data sheet and application or surface.

Expected outcomes and success metrics

To built a highly secure system, (as the formulations are intellectual property), that can augment a chemist or lab technician for users to ask AI what product most suitable and how much estimation of Liters, number of coats. To be used by distrubutors, sales and key accounts. The system will also them provide manufacturing steps for the production team. For manufacturing perspective, knowing which materials for which raw materials and techniques required for the order. There is also a need to compare raw materials and optimise, so rather than always needing a chemist or lab team, the AI will be able to advise based on all the technical data and materials.

Current process

None. Only Tehcnical Service team's expertise, Technical data sheets and chemist/lab team

Current solution

None. Only Tehcnical Service team's expertise, Technical data sheets and chemist/lab team

Target users and impacted teams

Purchaser (for raw materials), production manager and manufacturing technicians

Data availability and readiness

Structure - ERP system data, Excel. Unstructured. PDFs, printed Technical Data Sheets, ISO documentation,

Integration, deployment and infrastructure

No. There's is nothing built at the moment.

Relevant AI technologies

Robotic Process Automation (RPA)