Best Enterprise Search AI Agents in 2026: Top 9 Tools Compared
AI Agents in Knowledge Management
Top AI agents for knowledge management workflows
Agents Reviewed
Curated List
Quick Summary
Everything you need to know at a glance
What it does
Enterprise search AI agents connect to your company's apps and documents and answer questions with cited, permission-aware results.
Who it's for
IT leaders, knowledge managers and teams drowning in scattered documents across many apps.
Why switch
These agents cut time spent searching for information and turn internal knowledge into instant answers.
Jump to Best AI Agents in Knowledge Management (9 total)
Short answer: AI Agents in Knowledge Management
Our top pick for AI Agents in Knowledge Management in 2026 is Glean. Microsoft 365 Copilot and Guru are also strong options, depending on budget, team size and required features. Compare the ranked list below to shortlist the right fit.
Last verified November 2026Reviewed by the Find Alternatives Editorial TeamRanked on features, pricing transparency, user sentiment and update frequency
Top 9 AI Agents in Knowledge Management
Best Knowledge Management AI agents compared for 2026
Glean
Glean is an enterprise AI search and assistant platform that connects to 100+ apps and returns permission-aware answers and agents.
Pros
- Excellent relevance
- Enterprise security
- Fast rollout
Cons
- Premium pricing
- Best for larger companies
Microsoft 365 Copilot
Microsoft 365 Copilot searches across emails, files, chats and meetings in Microsoft Graph to answer questions and draft content.
Pros
- Native to Microsoft 365
- Strong security
- Broad capabilities
Cons
- Per-user add-on cost
- Best within Microsoft stack
Guru
Guru is an AI knowledge platform that answers questions from verified company knowledge and keeps content up to date.
Pros
- Keeps knowledge accurate
- Great for support teams
- Easy to use
Cons
- Works best with curated content
- Per-seat pricing
Dashworks
Dashworks is an AI assistant that searches across company apps without indexing everything and answers in Slack or the browser.
Pros
- Fast to deploy
- Good Slack experience
- Clear citations
Cons
- Smaller connector set
- Newer company
Coveo
Coveo is an AI search and generative answering platform for websites, commerce, service portals and workplaces.
Pros
- Enterprise proven
- Strong relevance tuning
- Many use cases
Cons
- Complex setup
- Enterprise pricing
Moveworks
Moveworks is an AI assistant for employee support that resolves IT and HR requests and searches enterprise knowledge.
Pros
- Strong ticket deflection
- Enterprise ready
- Good analytics
Cons
- Enterprise pricing
- Longer deployment
Hebbia
Hebbia's Matrix is an AI agent platform for analyzing large document sets, popular with finance and legal teams.
Pros
- Handles huge document sets
- Great for diligence
- Transparent sources
Cons
- Specialized use case
- Enterprise pricing
Notion AI
Notion AI searches across Notion and connected apps like Slack and Google Drive, answering questions and drafting documents.
Pros
- Great if you use Notion
- Affordable
- Easy
Cons
- Best within Notion
- Limited enterprise connectors
Elastic
Elastic offers search and AI building blocks, including vector search and AI assistants, for building custom enterprise search.
Pros
- Highly flexible
- Scales to huge data
- Open ecosystem
Cons
- Requires engineering
- Not turnkey
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Feature Comparison of AI Agents in Knowledge Management
Compare the best Knowledge Management AI agents side by side
| Feature | |||||
|---|---|---|---|---|---|
| Free Tier | |||||
| Mobile App | |||||
| API Access | |||||
| Team Features | |||||
| 24/7 Support | |||||
| Pricing | Custom pricing | ~$30/user/month | From ~$15/user/month | Custom pricing | Custom pricing |
| Ease of Use | Easy | Easy | Easy | Easy | Easy |
| Best For | Mid-size and large enterprises | Microsoft 365 organizations | Support and sales teams | Startups and growth-stage companies | Large enterprises with customer-facing search |
What Users Say About AI Agents in Knowledge Management
Real experiences from verified users
Based on 188 reviews
"We were worried about data migration from Enterprise Search AI Agents, but the alternative we picked from this list had excellent import tools. Whole team was up and running in two days."
"The ROI calculator helped us justify switching from Enterprise Search AI Agents. Management was skeptical, but the service provider alternative proved its value within the first month."
"After years of using Enterprise Search AI Agents for business operations and professional services, I finally explored alternatives. Found one that handles our service provider needs better and costs 40% less. The migration was smoother than expected."
"We switched from Enterprise Search AI Agents because of pricing and service quality. The alternative we found through this guide addressed every concern and the team adapted within a week."
Why Trust This AI Agents in Knowledge Management Guide
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First-Hand Experience
Our team has personally tested and evaluated each AI agent listed here, providing authentic insights based on real usage.
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Our Research Methodology
Every Enterprise Search AI Agents alternative in this guide has been evaluated using our rigorous 5-point assessment framework:
- Feature parity and unique capabilities analysis
- Pricing transparency and value assessment
- User experience and interface evaluation
- Customer support quality verification
- Security and compliance standards review
November 7, 2026
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Utsav, Khushi & Anjana
Independent Software & Company Research
Find Alternatives is run by a small, independent editorial team. We build each page from vendors' official websites, public pricing pages, documentation and verified listings, and we update pages when products, prices or companies change. Every listing is reviewed by our team before it goes live.
FAQ About AI Agents in Knowledge Management
Common questions about choosing Knowledge Management AI agents