facebook
Home > Case study > How Everforth Quinnox Powered 70% Efficiency Gains for a Leading Automaker with GenAI Procurement Digital Assistant

How Everforth Quinnox Powered 70% Efficiency Gains for a Leading Automaker with GenAI Procurement Digital Assistant

Qinfinite-Chaos-Engineering

Client Overview:

A leading global automobile manufacturing company with a complex, multi-system procurement ecosystem aimed to modernize and streamline its procurement operations.

Business & Technical Challenges

The client faced several critical challenges in transforming its procurement function into a digitally enabled, intelligent ecosystem: 

    • Difficulty in identifying the right bids for specific items, along with a lack of visibility into potential AI-driven use cases and associated business benefits across procurement workflows.  
    • Uncertainty in accurately identifying user-specific tasks and responsibilities within complex procurement processes, leading to inefficiencies and confusion.  
    • Fragmented procurement knowledge spread across multiple enterprise systems, making information retrieval slow and inconsistent.  
    • Concerns around data governance, security, and potential PII exposure when introducing AI into sensitive procurement workflows.  
    • Heavy reliance on manual processes for approvals, data lookup, and decision support, resulting in delays, bottlenecks, and reduced operational efficiency.  
    • Integration gaps across enterprise platforms, with no centralized orchestration layer to unify workflows and enable scalable automation. 

The Everforth Quinnox Approach & Solution

Our expert-led team designed and implemented a GenAI-powered procurement digital assistant leveraging a modern, secure, and scalable AI architecture. 

Here’s the structured approach we followed: 

    • Conducted Assessment & Discovery workshops to understand procurement workflows, define priority use cases, and align success metrics for Project. 
    • Designed a multi-agent AI architecture with a centralized orchestrator, integrating Knowledgebase, Workflow/Approval, and Data/KPI agents. 
    • Implemented AI capabilities using Azure OpenAI, RAG-based knowledge retrieval, and secure integrations with enterprise systems through API connectors. 
    • Built Microsoft Teams–based user experiences with adaptive cards to enable approvals, queries, and task execution within existing workflows. 
    • Executed delivery using a hybrid model with onsite architecture leadership and offshore engineering for development and integration. 
    • Established governance and delivery processes including sprint planning, progress tracking, quality monitoring, and readiness for pilot deployment. 

Business Benefits Delivered

    • 60–70% reduction in search and information retrieval time through centralized AI assistant providing grounded, citation-backed responses.  
    • Significant reduction in rework and duplication by enabling reuse of procurement documents, designs, and historical knowledge, improving overall operational productivity.  
    • 20–30% faster decision-making and approval cycles with real-time insights and in-workflow actions available directly within Microsoft Teams.  
    • Improved knowledge democratization by reducing dependency on tribal expertise and enabling wider organizational access to procurement intelligence.  
    • Enhanced operational efficiency and cost savings through reduced manual effort, streamlined workflows, and improved resource utilization. 

Related Insights

Case study
Digital

How Everforth Quinnox’s Helped a Waste Management Company Faster Transaction Turnaround Time by 10% with automated Quote Approval Process

How Everforth Quinnox’s Helped a Waste Management Company Faster Transaction Turnaround Time by 10% with automated Quote Approval Process

Read more
Case study
Digital

How Everforth Quinnox Helped a Leading Waste Management Service Provider Strengthen Processes, Enhance Reporting, and Improve Equipment Management

Read the case study to discover how Everforth Quinnox revolutionized equipment management and reporting, boosting productivity for a leading waste management provider.

Read more
Case study
Legacy Modernization

How Everforth Quinnox Boosted Revenue by 30% with Unified Pricing & Reporting for a Leading Environmental Services Provider

Learn how a major U.S. beverage bottler partnered with Everforth Quinnox to overhaul their QA process using the ATaS approach — achieving smarter, scalable testing.

Read more
Contact Us

Get in touch with Quinnox Inc to understand how we can accelerate success for you.