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RAG for coating application.

Royalton Coating Sdn Bhd · Posted 1 year ago

ManufacturingPredictive Analytics / ForecastingComputer VisionDocument IntelligenceConversational AI / ChatbotsSearch & Knowledge RetrievalRecommendation Systems / Personalization
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 hundreds of TDS, surface and types of application.

Expected outcomes and success metrics

a highly secure system, (as the formulations are intellectual property), that can augment a chemist or technical manager for users to ask AI what product most suitable and how much estimation of Liters, number of coats. To be used by distributors, sales and key accounts.

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

Sales/customer service/distributors (product advisory)

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

Predictive Analytics / ForecastingComputer VisionDocument IntelligenceConversational AI / ChatbotsSearch & Knowledge RetrievalRecommendation Systems / Personalization