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Glean vs Holistic AI

GleanHolistic AI

Bottom line: Glean for mid-market and large enterprises; Holistic AI for enterprises subject to the EU AI Act.

GleanGlean

Work AI platform for enterprise search, assistants, and agents

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Holistic AIHolistic AI

An enterprise AI governance platform for risk and compliance.

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Votes00
PricingContactContact
CategoryEnterprise SearchAi Governance
Tags
enterprise-searchworkplace-searchai-assistant
ai-governanceeu-ai-actcompliancerisk-managementresponsible-ai
Best for
  • Mid-market and large enterprises
  • Companies with knowledge scattered across many SaaS tools
  • IT and knowledge-management leaders standardizing internal AI
  • Enterprises subject to the EU AI Act
  • Organizations building responsible-AI programs
  • Risk and compliance teams governing AI
Pros
  • Powerful, permissions-aware search across a wide range of enterprise apps
  • Proprietary knowledge graph delivers personalized, context-aware results
  • Unified platform spanning search, assistant, and autonomous agents
  • Strong governance with Glean Protect and existing-permission enforcement
  • 100+ prebuilt connectors plus MCP support for extensibility
  • Established, enterprise-focused governance platform
  • Strong EU AI Act and regulatory-compliance capabilities
  • Automated AI discovery and inventory
  • 2026 Guardian Agents add active, real-time oversight
  • Executive dashboards and continuous monitoring
Cons
  • Opaque, sales-led pricing with no public rates or self-serve signup
  • High effective cost and typical 100+ seat minimum puts it out of reach for small teams
  • Setup and maintenance can be demanding on IT given the access required
  • AI responses are not always fully accurate and need verification
  • Value depends on your tools being supported by available connectors
  • Governance/compliance focus, not runtime threat security
  • Online funding figures are frequently misreported (name confusion)
  • Enterprise-only with no public pricing
  • Cloud-delivered; no self-hosted option advertised
  • Competitive, fast-growing governance market

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