MSA — Metallurgy Sanat Asan Tak
- Foam Ceramic Filters
- Specialized Ceramic Filters
- Filter Cloth
- Foundry Binders
- Hardeners & Catalysts
- Hardener Control Systems
- Alcohol-Based Coatings
- Water-Based Coatings
- Special Coatings
- Open Riser Sleeves
- Closed Riser Sleeves
- Riser Sleeves
- Insulating Covers
- Feeder Topping Powders
- Cold Ladle Plates
- Paper Gating Systems
- Carbon Raisers
- Metallurgical Coke
- Electrode Paste
- Ferroalloys
- Metals & Base Materials
- Mineral & Non-Metallic Additives
- Inoculants
- Release Agents
- Mould & Core Adhesives
- Cleaning Agents
- Foundry Sand Additives
- Other Auxiliary Materials
MSA AI · Technology initiative
Metallurgical knowledge, made accessible with AI
An initiative by Metallurgy Sanat Asan Tak to turn two decades of technical knowledge into a searchable, source-grounded system.
RAG
Retrieval-Augmented Generation
With RAG, a language model first retrieves relevant information from a curated document library, so answers rest on real sources rather than model guesswork.
01
Collect documents
Data sheets, standards, reports and field experience.
02
Organise knowledge
Content is chunked and indexed for semantic search.
03
Retrieve context
The most relevant passages are found for each technical question.
04
Grounded answer
Answers cite their original sources.
Applications
Potential applications in foundry and steel
Support for foundry material selection
Fast access to technical data sheet information
Steelmaking and alloying knowledge reference
Assistance with casting defect analysis
Training for technical staff
Roadmap
Vision and current development status
Phase 1
Scope definition and source collection
In progress
Phase 2
Internal prototype
Planned
Phase 3
Pilot with selected partners
Planned
Phase 4
Broader availability
Future
Demo
Chat interface preview
This is a demonstration only and is not yet connected to an AI system.
Example: Which coating suits cores for steel castings?
This demo does not generate answers. For technical questions, please contact MSA experts.
Collaboration opportunities
Universities, research centres and industrial partners are invited to collaborate on MSA AI.