AI-assisted Tail Spend Analysis: Digitally Transforming Procurement for Life Sciences
"A leading BPM company offering services to a Europe-based Life Sciences client needed to optimize procurement management and supplier negotiations."
Business Vision
To replace a manual, time-intensive process with an AI-based self-serviceable data analytics platform for automated extraction and analysis.
Challenges
Format Chaos
Thousands of quotations from 400+ suppliers in different formats (PDF, Image) and languages created a barrier to analysis.
Lack of Standardization
Data silos prevented optimized procurement, leading to lost opportunity costs and minimal savings.
Manual Bottlenecks
Existing processes involved extracting data into spreadsheets line by line, failing to keep up with the pace demanded.
Solution Approach
- AI Extraction Model: Developed using DS Integrate to specifically annotate and extract 100% of required transactional data.
- Big Data Knowledge Storage: Transformed unstructured inputs into a unified knowledge storage for pattern analysis.
- Predictive Analysis: Implemented models to analyze pricing correlations across years and suppliers for negotiation intelligence.
- Self-Service Training: Designed for sustainability, allowing teams to train the model on new suppliers without code.
Value Delivered
$2.5 million+ in savings achieved within just 3 months of deployment
100% accuracy in transactional data extraction from over 80,000 documents
Standardized analysis across 400+ suppliers, tapping the best fits for every project
Drastically reduced time-to-insight for procurement teams from weeks to minutes
Improved the opportunity success rate through robust Tail Spend Analytics
Fast Facts
Conclusion
DataSwitch's no-code AI offerings saved the day, helping the client stay abreast of digital transformation and becoming the go-to partner for complex data extraction.
Related Solutions & Products
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