Industrial Manufacturer AI Audit & Roadmap

The business 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.

The work behind the result.

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.

What changed.

40% reduction in time-to-information

Results are specific to this engagement.

What leaders can take from it.

• 01LLM audits reveal blind spots even SEO can't see.
• 02Generative AI visibility requires a dedicated, structured data strategy.
• 03A phased implementation plan makes complex AI projects manageable and demonstrates early ROI.