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Plenware

Solution

Enterprise Knowledge Intelligence

RAG knowledge systems, internal AI assistants, document intelligence, and enterprise search that make organizational knowledge usable.
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The problem

Critical knowledge is spread across documents, drives, wikis, tickets, and email. People spend hours looking for answers that already exist, and new employees take months to learn where things are.

Our approach

We connect your knowledge sources through a retrieval pipeline that respects existing permissions, then combine semantic and keyword search so both concepts and exact terms are found.

Answers are generated only from retrieved passages and include citations, so people can verify them. Evaluation sets built with your subject matter experts measure retrieval and answer quality before and after every change.

What it includes

Solution components

RAG knowledge systems

Retrieval augmented generation over your documents with source citations.

Internal AI assistants

Assistants for HR, IT, legal, or operations questions, grounded in policy.

Document intelligence

Extraction, classification, and summarization of long and complex documents.

Enterprise search

Hybrid semantic and keyword search across connected systems.

Intended outcomes

  • Answers found in seconds
  • Faster onboarding
  • Consistent responses to policy questions
  • Knowledge retained when people move on

Discuss a knowledge intelligence project.

Tell us where the problem shows up today and which systems are involved. We will outline a practical path to a solution.