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Decision toolKnowledge & enterprise search

Glean

Enterprise search and AI assistance across internal company knowledge.

Evaluate before custom build

Evaluate before building a custom internal search or knowledge assistant.

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Glean

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Decision summary

Evaluate a mature enterprise-search product before committing to a fully proprietary RAG stack.

Decision fit

Compare the tool with your existing stack, workflow automation and a custom build before engaging a service provider.

What it can cover

  • ✓Search across multiple internal sources
  • ✓Answer questions with company context
  • ✓Respect source-system permissions
  • ✓Find documents, experts and historical knowledge
  • ✓Support internal assistants grounded in company data

When it may be enough

  • ✓Required data sources are covered by available connectors
  • ✓The primary need is internal search and knowledge access
  • ✓Source permissions can be synchronized reliably
  • ✓The company prefers deploying a product over operating its own RAG stack

When custom may make more sense

  • ×Retrieval, ranking or orchestration is strategically proprietary
  • ×Important sources cannot be reached through available connectors
  • ×The capability must be embedded in an external customer-facing product
  • ×Sovereignty or infrastructure constraints are unusual

Quick comparison

Glean compared with nearby alternatives

This is an editorial positioning comparison, not a ranking. Verify current plans, integrations and commercial terms directly with each vendor.

CriterionGleanDust
TypeEnterprise search / knowledge AI / RAGEnterprise search / knowledge AI / RAG
ComplexityHighHigh
DeploymentEnterprise SaaSEnterprise SaaS
Pricing modelTypically quote-basedTypically quote-based

Strengths

  • ✓Cross-system search
  • ✓Enterprise connectors
  • ✓Permission awareness
  • ✓Shorter time to value

Watchouts

  • ×Connector coverage is decisive
  • ×Governance still matters
  • ×Enterprise pricing
  • ×Quality depends on source data

Integrations and environment

What to verify around Glean

Google DriveSlackMicrosoft 365NotionCRMKnowledge bases