Enterprise AI Search & Context: tools and how to choose
These tools connect company knowledge to AI workflows. Enterprise search helps people find and use information across systems; governed context also addresses how findings, corrections, and decisions can be retained for later work.
This guide covers the two tools currently listed in this category. It is based on vendor information and Zaro’s supplied product overview, without a paired hands-on benchmark or performance ranking. Zaro has a paid listing; payment does not determine our assessment.
Tools to evaluate
Glean
Enterprise search, AI assistance, and agents over connected company information. Evaluate it for workplace discovery and permission-aware workflows across existing sources.
Explore Glean →Zaro
Governed business context that authorised workflows can read from and write back to. Evaluate it when inspectable context, corrections, and retained decisions are central requirements.
Explore Zaro →How to choose
Source coverage
Confirm support for your actual document stores, chat, CRM, and internal systems. Test ingestion, updates, deletions, and source citations.
Permissions
Test with users who have different access rights. Check permission revocation, sensitive information, and controls on automated actions.
Context and write-back
Decide whether you need answers from existing sources, a reusable record of findings and decisions, or both. Test correction, approval, attribution, and rollback.
Operational fit
Ask about API and MCP access, deployment options, audit logs, data retention, implementation effort, and support.
Total cost
Request a current quote covering seats, usage, integrations, and implementation. Compare the same pilot workload and expected production volume.
Run a representative pilot
Use real questions and permission boundaries from your organisation. Include stale and conflicting sources, record answer quality and citations, and test any proposed automated writes with approvals. Choose based on those results and operational fit.