Company knowledge buying guide
What are the best AI tools for company knowledge?
Glean is a useful option for finding company information and configured agent work. Microsoft Copilot Studio can fit custom agents in a Microsoft environment, Salesforce Agentforce can fit customer work centered on Salesforce, and Nodes can fit connected decisions and approved work across systems. There is no universal winner: test the same records, permissions, corrections and work in each selected configuration.
Fit suggestions are our reading of current product documentation: Glean Agents; Microsoft Copilot Studio tools; Salesforce Agentforce platform; and Nodes products. Confirm each selected configuration in your own test.
Choose by the work people need to finish.
| Job | What to evaluate |
|---|---|
| Find an answer | Search across permitted records, show the source and stay current when a document changes. A permission-aware search or assistant may be enough. |
| Maintain governed knowledge | Assign owners and definitions, correct stale material, handle conflicting sources and limit who can change the answer. |
| Keep decision history | Connect evidence, alternatives, human judgment, authorized action and later results. Check whether an earlier lesson applies to the next case. |
| Act on context | Use tested tools under current permissions, get required review, verify the external change and check its later business effect. |
One product may cover several jobs. Compare the selected edition and configuration, including source connectors, tools, user identities and support.
Put current options in the right group.
Glean documents permission-aware indexing, live tools and agents. Its configured tool can read or change a connected app, so evaluate it for search and action work. Glean connector documentation.
Microsoft Copilot Studio can build custom agents with connectors and actions. Its fit depends on the selected Power Platform environment, channel and licensing. Microsoft tool documentation.
Salesforce Agentforce can work with Salesforce data and configured external systems. It is a relevant shortlist option when Salesforce owns the customer workflow. Salesforce platform documentation.
Nodes Engine is relevant when a named business responsibility needs connected evidence, human judgment, approved work and measured outcomes across systems. If the job is only finding a current document, test a simpler search setup first.
Run one permission and correction test.
Illustrative example: a customer is stuck during onboarding. The CRM says ready, support records show a missing document and the current operating rule was revised yesterday. The information is fictional; this is an evaluation design, not a customer case study.
Ask with two identities.
Ask what blocks onboarding as a permitted employee and someone who cannot see the support record. Check source citations and denied access.
Correct a source.
Replace the outdated requirement. Record the time until the answer changes and whether the system shows the conflict.
Approve one action.
If the job requires work, have the owner approve a specific follow-up. Verify the write in its official system and try an unauthorized action.
Check the result.
Track time until the customer can start using the service, rework and customer effort. A completed task alone does not establish that the customer's problem was solved.
Record what each option leaves with your team.
| Criterion | Buyer question |
|---|---|
| Freshness and coverage | Which sources are indexed, read live or absent? Who repairs a failed sync or missing record? |
| Permissions and correction | Whose identity controls each read and write? Who can fix a wrong answer, and how soon does the correction take effect? |
| Exports and effort | Which records, relationships and configuration can be exported usefully? Count setup, integration, review, operation, support and exit over one period. |
Use current, configuration-specific quotes. Record documented capability, behavior observed in your test and anything still unknown as separate entries. Return to the enterprise platform shortlist.