Case Study
Transforming Enterprise Search for a Global Oil & Gas Leader
Overview
The Challenge
The organization’s workforce—spanning exploration, engineering, operations, and customer-facing teams—could not reliably find the information they needed.
Key challenges included:
- Multiple disconnected search tools with inconsistent results
- Poor relevancy and low accuracy in search outcomes
- Siloed data across 15+ repositories
- Increasing operational inefficiencies and costly delays in decision-making
The limitations of legacy systems were directly impacting internal productivity, external customer experience, and strategic initiatives in mining and exploration.
The Solution
Alphaleo deployed its advanced Semantic Hub, a next-generation conceptual search platform designed to unify information at scale.
Our approach included:
- Integrating 15+ disparate data sources into one intelligent search layer
- Building custom ingestion pipelines to normalize, enrich, and classify content
- Applying metadata enhancement and ontology mapping for contextual understanding
- Enabling “Conceptual Search” that interprets meaning—not just keywords
The Semantic Hub created a standardized, intuitive, and scalable search experience that empowered every user, from field engineers to corporate teams.
Value Delivered
The enterprise replaced a broken legacy ecosystem with a modern, scalable, and intelligent platform that:
- Eliminated data silos by offering a unified, 360° view of company knowledge
- Reduced operational overhead across mining and exploration functions
- Improved search speed, accuracy, and relevancy for thousands of users
- Enhanced decision-making for internal teams and external partners
The transformation enabled the organization to operate more efficiently and make faster, data-driven decisions—significantly reducing exploration and knowledge-access costs.
