HOW DOES IT WORK

• Application for workers and planners to gain transparency into their production and link it to company-specific documents to gain deeper insights

• RAG architecture to access company-specific documents and interpret, summarize, and customize

• Embedded data analytic modules to get insights into the status quo on assets, stock levels, or orders

• Amazon SageMaker

• Amazon Bedrock

HOW CAN YOU GET STARTED

SCOPING

• Scope relevant use cases according to business case
• Identify required data and assess for availability
• Identify relevant and necessary systems and allow access

PREPARATION

• If required, set up required systems in separate projects
• Size and create hosting environment
• Gather meta information and prepare data sources

CREATE PLATFORM & RAG PIPELINE

• Implement a text extraction tool to convert static document data into a searchable format
• Deploy a RAG system to query and retrieve information from the digitised documents
• Develop a protocol for regular updates to document archives ensuring data remains current

CONNECT TO DATABASES

• Update the knowledge base with current and dynamic data streams
• Enable continuous data integration for real-time insights
• Foster a comprehensive view through the amalgamation of various data sources

INTEGRATE ANALYTICS

• Develop algorithms for data analysis that cross-reference between multiple data sources
• Create visualisation tools to represent the relationships and insights derived from the data
• Integrate LLM-based systems for advanced data interpretation and pattern recognition