Industrial Manufacturer AI Audit & Roadmap
A global industrial manufacturer was struggling to surface critical information from their extensive library of technical documents, service manuals, and engineering specifications. Their engineers and technicians were losing hundreds of hours per month searching for specific information across disparate, unstructured data sources. Standard search tools were ineffective, leading to project delays and repeated work.
Manufacturing
Global Industrial Manufacturer
40% reduction in time-to-information
Performance Snapshot
A quick before-and-after view of business outcomes from this engagement.
Before
Inefficient manual document search
After
AI-powered internal search engine
Improvement
40% reduction in time-to-information
The Challenge
A global industrial manufacturer was struggling to surface critical information from their extensive library of technical documents, service manuals, and engineering specifications. Their engineers and technicians were losing hundreds of hours per month searching for specific information across disparate, unstructured data sources. Standard search tools were ineffective, leading to project delays and repeated work.
Our Solution
Prometheus conducted an in-depth AI Audit to analyze the client's data ecosystem. We then designed a comprehensive roadmap for developing a custom LLM trained on their proprietary documents. The solution involved creating a knowledge graph, implementing vector search, and building a user-friendly conversational interface that allowed engineers to ask complex questions and receive immediate, accurate answers with source citations.
Key Takeaways
LLM audits reveal blind spots even SEO can't see.
Generative AI visibility requires a dedicated, structured data strategy.
A phased implementation plan makes complex AI projects manageable and demonstrates early ROI.
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