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Case Studies

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Accelerating procurement knowledge retrieval with LLMs

Accelerating procurement knowledge retrieval with LLMs

Accelerating procurement knowledge retrieval with LLMs

How a global energy leader boosted query accuracy and performance, saving $600K annually

How a global energy leader boosted query accuracy and performance, saving $600K annually

$600K

Annual savings

93%

Query accuracy rate

30%

Query accuracy boost

User-driven enhancements

The challenge

Consolidating procurement data from disparate sources

A global energy companys procurement team struggled with siloed data scattered across SharePoint repositories and diverse web sources. Manual retrieval methods created a cumbersome process for onboarding suppliers, training new staff, and tracking performance. Without a unified knowledge retrieval system, it was costly and time-consuming to ensure compliant procurement policies across regions.

Key challenges

  • Multiple SharePoint owners, sources and formats

  • Inefficient manual data retrieval

  • Difficulty maintaining policy compliance

  • Limited visibility for supplier performance

The solution

Deploying Knowledge Assist for streamlined procurement data

Automated insights

Topic modeling & tagging

Market trends ingestion

Competitive article analysis

Q&A interface

Domain-specific queries

Multi-lingual support

Context-sensitive article summaries

Implementation approach

1

LLM-driven analysis

  • Azure OpenAI integration

  • Robust security

  • Persona-based access

2

Smart policy aggregation

  • Customized data crawling

  • Real-time updates

  • Streamlined compliance

3

Ongoing refinement

  • User feedback loops

  • Error monitoring & audits

  • Agile development

The impact

Knowledge Assist boosts accuracy to deliver savings

Optimized operations

93%

Response accuracy

  • Real-time insights

  • Rapid data retrieval

  • Streamlined onboarding

Actionable intelligence

30%

Better query accuracy

  • Minimized manual errors

  • Reduced operational silos

  • Better decision-making

Transformative results

$600K

Annual savings

  • Strengthened engagement

  • Enhanced performance

  • Global adoption

Looking ahead

Global scaling

  • Rolling out solution to procurement teams worldwide

Proactive insights

  • Anticipating procurement trends with predictive analytics

Next-gen compliance

  • Automating regulatory updates globally