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The best AI-based tools for knowledge management in large organizations, according to various sources, include:

1. Guru: This is an AI-powered knowledge management platform that helps centralize a company's knowledge base.

2. IBM Watson Discovery: IBM's offering uses AI-powered search technology that understands the language of specific industries, analyzes complex documents, and continuously learns from user interactions.

3. Google Cloud AI: Google provides AI tools that can be leveraged for knowledge management, offering advanced search, data analysis capabilities, and machine learning.

4. Slite: Slite offers various packages, including a free option, for organizing documents, notes, and other company knowledge.

5. Knowmax: This platform aims to simplify complex issues into smaller components and create interactive workflows.

6. Document360: Suited for both internal teams and customer support, it allows the building of knowledge bases, manuals, SOPs, and wikis.

7. ClickUp: Offers comprehensive features incorporating AI, such as generating tasks automatically, summarizing threads, and replying to comments with AI assistance.

8. Process Street: Transforms manual processes into AI-driven workflows, and helps document explicit knowledge in workflow templates.

9. Tettra: It focuses on building centralized, internal knowledge bases and can create documentation from scratch or integrate it from external sources.

10. Genesys: Primarily an AI-based call center customer service agent platform that now includes AI-based Knowledge Management tools.

These tools offer features such as building and centralizing knowledge bases, AI-powered search and data analysis, and transforming manual processes into AI-driven workflows. Each tool has its own set of features that cater to various needs within large organizations, so it may be beneficial to explore several options to determine the best fit for a particular company's requirements.