AI-Powered Document Intelligence for Manufacturing Analytics

Production data was locked in scanned batch records and PDFs, requiring manual extraction of critical parameters. This delayed analysis, slowed decision-making, and created operational inefficiencies

AI document intelligence platform extracting manufacturing batch data

Unstructured data is no longer a barrier—it is transformed into intelligence

The Challenge

Manual Extraction from Unstructured Documents Limiting Analytics Efficiency

Critical production data was embedded in scanned batch records and PDFs, requiring extensive manual extraction and validation. The lack of structured, accessible data delayed analysis, reduced visibility into key parameters, and created inefficiencies in decision-making and operational workflows

Solution

Deployed DataBot LLM in a secure AWS VPC environment
Automated extraction of data from batch records and CoA documents
Enabled natural language querying for instant data access
Implemented explainable AI with source traceability and navigation
Eliminated manual transcription with AI-driven processing

Automated data extraction from batch records and CoA documents

Impact

Faster Access to Insights, Improved Traceability, and Reduced Manual Dependency

Accelerated access to critical production insights
Improved data verification with direct source traceability
Reduced dependency on manual processes
Enabled scientists to focus on analysis and decision-making

Measurable Impact

90%

reduction in data retrieval time

3–5x

faster decision-making cycles

100%

elimination of manual data extraction effort