How AI-Enhanced Search Transformed Decision-Making at an F500 Industrial Heavyweight


As the digital landscape evolves, so does the complexity of managing knowledge. A Fortune 500 industrial enterprise faced challenges stemming from decentralized information repositories, making crucial insights elusive. Partnering with Evalueserve, the industrial enterprise implemented an AI-enhanced knowledge management (KM) solution that centralized resources and provided validated insights, thanks to domain experts working alongside the AI. 

The Challenge

This F500 powerhouse was no stranger to the immense value of knowledge, given its position at the forefront of global technology innovations. With their diverse operations spanning continents, the client was confronted with significant roadblocks: 

  • Decentralized Data Repositories: Multiple teams across various geographies maintained individual data silos. This decentralization made cross-functional collaboration cumbersome and often led to duplicated efforts. 
  • Inefficient Search Mechanisms: Employees wasted valuable hours trying to locate specific pieces of information, resulting in productivity losses and delayed decision-making. 
  • Outdated Information: The dynamic nature of the tech industry meant that knowledge assets quickly became obsolete. The company lacked an efficient mechanism to track and update this vast amount of ever-evolving data. 
  • Knowledge Transfer Gaps: With a rotating workforce and experts retiring or moving roles, essential institutional knowledge risked being lost, leading to reinventing the wheel. 
  • Lack of Agile Practices: Traditional waterfall knowledge management couldn’t keep pace with the rapid influx of information, hindering real-time insights and strategic pivots. 

These challenges, combined, formed a significant roadblock in the company's journey towards innovation and market leadership. 

Our AI-Enhanced Solution:

Recognizing the need for a transformative solution, the tech giant collaborated with Evalueserve to harness AI’s potential to reshape its knowledge management paradigm.

At the heart of this revamp was an AI-enhanced knowledge management system. This cutting-edge tool excelled at:

  • Data Aggregation: Consolidating vast troves of data from varied sources into a singular, centralized discovery platform.
  • Chatbots & Virtual Assistants: Seamlessly guiding users, addressing inquiries, and directing them to relevant resources.
  • Conversational Discovery: Shifting from traditional search-and-click to an intuitive query-response model, epitomized by Evalueserve’s ResearchBot, elevating end-user engagement and satisfaction.
  • Customized Suggestions: Offering tailored content recommendations based on specific departmental or project needs.
  • Deep Insights and Analysis: Leveraging advanced AI algorithms for mining patterns and trends, creating actionable insights from the dense data layers.
  • Tagging, Categorization, and Intelligent Search: Organizing content, ensuring its swift retrieval based on contextual understanding and user intent.

However, the uniqueness of the solution lies not just in its AI and advanced search capabilities. The system was designed with a built-in human touch: domain experts from Evalueserve worked in tandem with the AI. They played a pivotal role in:

  • Validating AI-derived insights, ensuring relevance and accuracy.
  • Injecting nuances and context that a machine might overlook into the outputs.
  • Collaboratively fine-tuning the system for evolving business needs.

The Benefits:

  • Enhanced Information Retrieval: AI-powered search engines leveraged machine learning for swift content discovery.  
  • Increased Efficiency: Automated processes like data extraction and categorization, freeing staff for strategic tasks. 
  • Accelerated Decision-making: The ability to swiftly assess data and streamline KM processes led to more accurate and faster decision-making. 
  • Scalable Solution: Efficient management of increasing data volumes without performance degradation. 
  • Stakeholder Satisfaction: Deploying intelligent KM tools for stakeholder and employee query resolutions through self-service solutions. 
  • Other benefits include: 
  • Retaining information lost during employee churn.  
  • Reducing dependency on subject matter experts, who often become the primary mechanism for finding information in the absence of a scalable KM platform,  
  • Removing the need to dig through multiple systems. 

Key Benefit Highlights

With the synergy of AI and domain expertise, the F500 company transformed its knowledge management system. In collaboration with Evalueserve, they demonstrated how GenAI can redefine the way businesses manage, process, and leverage knowledge in the digital age. 

Centralized access to company-wide resources. 

AI-driven deep data analysis providing actionable insights. 

Domain expert validation ensures top-notch information quality. 

Transformative knowledge presentation tailored to user needs. 

Efficient and intuitive knowledge discovery through conversational AI. 

Talk to One of Our Experts

Get in touch today to find out about how Evalueserve can help you improve your processes, making you better, faster and more efficient.