Glean

Glean is an enterprise AI platform for finding company information, asking questions across connected sources, and building agents that work with organizational knowledge and tools. Its main experiences include enterprise search, Glean Assistant, and Glean Agents. The product is designed for work spread across documents, chat, tickets, code, and business applications, where the useful answer depends on the company's own context.

A typical question might concern the current onboarding process, the owner of a project, or the decisions recorded across several systems. Glean connects that information rather than requiring someone to manually assemble a new set of files for each question. The official platform website presents this broader scope, while the organization's configuration determines the sources, tools, models, and features users receive.

Enterprise search across work applications

Glean Search brings connected company content into a search experience that uses organizational context and source access rules. This is useful when the answer exists but the person searching does not know whether it is in a document, a chat thread, or a ticket. The result can point to the relevant information instead of requiring separate searches in every application.

Start with a question whose source is known. If a new employee asks how to request access to a development environment, inspect whether the current procedure appears and whether the identified owner is still responsible. A result is only useful if the person can act on it. An old discussion may explain the history of the process while a newer maintained page supplies the actual instruction.

Keep source ownership visible. Glean can help someone discover an answer, but the source still needs a maintainer when the process changes. If multiple documents disagree, the team should establish which one governs the process rather than ask the search system to quietly resolve an organizational ambiguity. That source work makes subsequent questions more useful for everyone.

Connectors, indexing, and live tools

The connector documentation distinguishes content indexing from tools that retrieve current information or perform actions at request time. Indexed connectors fetch content and source permissions, parse supported material, and maintain an index. Some integrations supply live tools without making all their content searchable. The presence of an integration name does not establish that every part of the source is indexed.

Glean supports native, custom, and partner integration approaches. A custom source may use the Indexing API to push content into Glean, while a partner is responsible for its own integration. Identify who owns setup and support for each connection. For an internal application, confirm the data and access model before assuming the same behavior as a standard document connector.

There is also a source-specific access caveat. The website connector documentation says it does not propagate individual source-user permissions in the same way as a permissions-mapped work-app connector. Its indexed pages are available to users with access to that connector, subject to the configured scope. Review the connector's actual access behavior before using it for restricted internal pages.

Freshness is a connector-specific property

Glean's crawling FAQ explains that initial sync time depends on source size and API limits. Administrators can inspect status, items synced, crawl activity, and ongoing change activity. A document appearing in the source is not enough to establish that its latest version has reached the index.

Include an update in a pilot. Change an approved test document, inspect its appearance in search, and ask a question that depends on the changed detail. Also test a deletion or an access change using the supported procedure. The connector's refresh and deletion mechanisms affect when the experience reflects those changes, so avoid treating every connector as instantaneous.

When a result is unexpectedly old, separate a source problem from a sync problem. The maintained page itself may not have been updated, or the connector may not yet have processed the change. Administrators can use the available activity and error indicators to investigate. A busy crawl metric shows activity; it does not prove that a specific item has the correct content and permissions.

Assistant answers with inspectable sources

Glean Assistant uses company context for questions, research, drafting, and related work. Its end-user guide explains how connected applications contribute information and tools. This gives a user a conversational way to ask for a summary or draft without first locating every relevant document themselves.

The citation guide describes inline references, source views, previews, and links to supporting documents, files, or people records. Citations do not grant new access. They give the reader a way to inspect the basis of a response using the access they already have.

For an onboarding summary, open the sources supporting the steps that matter. Confirm that the answer uses the current guide and preserves conditions such as location, team, or employment type. A summary that combines two policies can look coherent while losing an important exception. Ask for clarification when a source is ambiguous, and consult its owner when the question requires an organizational decision.

A citation is a pointer, not an automatic endorsement of the generated sentence. Check whether the cited passage actually supports the wording and whether it is the right source for the question. If access was later revoked, an old citation may remain visible in history without giving the user permission to open the source. That is different from newly authorizing its content.

Building agents in Auto or Workflow mode

The agent documentation distinguishes two modes. Auto mode starts from a desired outcome and lets the agent determine how to carry it out. Workflow mode is for a more explicit sequence of steps, branches, and handoffs. Both combine instructions, knowledge, tools, and an output; the appropriate choice depends on how much execution control the process needs.

Use an open-ended research task to evaluate Auto mode. A question that requires gathering context from several allowed sources benefits from a goal and a clear output definition. For a fixed process, such as preparing a standard internal request from specific inputs, Workflow mode lets the builder define the sequence and routing more directly.

Do not choose a mode only because one sounds more autonomous. Ask what must happen in a predictable order and what the agent may decide for itself. A drafting step might be flexible, while the source selection or final system update needs a precise rule. Keep those boundaries explicit when designing the agent and reviewing its behavior.

Triggers and the information passed to a run

Glean's trigger guide describes chat messages, input forms, and content changes. A chat trigger supplies conversational input, while a form can ask for text, a document, or a multiple-choice selection. Form inputs need to be explicitly referenced by the steps that use them. Supported content triggers provide changed source content as an input to the run.

A form-based agent can be useful when a task needs consistent information. For example, an internal request draft might require the system name, purpose, and intended team. A form prevents the builder from depending on an informal sentence that may omit one of those details. Inspect whether each downstream step uses the right input instead of merely assuming it has access to everything entered.

For automatically started work, clarify what event qualifies and what the agent should do with it. An edited ticket, a newly created document, and a routine scheduled run are different starting conditions. Confirm support for the selected mode and source. A trigger should have a defined purpose and audience, particularly when it can initiate a write action in another application.

Tool access is separate from agent creation

The Agent Builder guide says available tools depend on administrative enablement and the builder's access scope. Some tools also require a corresponding product feature to be enabled. Being allowed to create an agent does not mean every connector action or content-generation capability is automatically available.

Distinguish a tool that reads a ticket from one that changes it. The first gathers information; the second alters a business record. Define what the action should update and how the user reviews the result. Where approval is required, confirm the actual tool setting rather than assuming a natural-language instruction alone creates the approval control.

If a needed action is absent, identify whether the issue is tool availability, credentials, feature enablement, or source permissions. This is more concrete than repeatedly changing the agent prompt. The workflow must have the allowed capability before the agent can carry out a request, and the connected application still applies the permissions associated with the configured credentials.

Sharing and governing agents

The agent access guide separates viewer, editor, and owner access and describes administrative and moderator roles. Sharing an agent lets an audience find and run it according to the granted level. Publishing permissions and review rules are configured separately, including rules for agents shared more widely.

For a team agent, assign an owner who can maintain its instructions and sources. Let users run it without necessarily allowing every user to edit the workflow. When changes affect a shared audience, use the organization's configured publishing process. A private draft is a useful place to inspect a revision before colleagues rely on its new behavior.

The governance overview describes sharing controls, permission checks, and guardrails around intended behavior. These controls belong alongside a clear operational scope. State which records the agent may change and what it should do when required information is absent. Review an unsuccessful run as carefully as a successful one.

A practical onboarding example

Suppose a company wants new engineers to find the right onboarding steps across a handbook, setup documents, and internal tickets. Begin by selecting maintained sources and identifying the owners of the key procedures. Connect them through the appropriate integrations and confirm the access rules for a new employee account and an established team member.

First test search and Assistant with a narrow question about the setup sequence. Open the cited source, check whether the steps apply to that team, and look for outdated or conflicting instructions. Include a question whose answer is absent. The useful behavior in that case is to expose the missing information or direct the person to an owner, rather than construct a plausible procedure.

Then build a small agent that prepares an internal request draft from a form. Require the necessary system and team information and inspect how each step uses it. Keep the first version limited to a draft. If a connected write action is later needed, evaluate its credentials, approval settings, and destination separately before making it part of the shared workflow.

Finally, update one source and test a user with different access. Record what changed in the answer and whether the source links are usable. Assign an owner for the agent and a maintainer for the source procedure. This ties the evaluation to a complete onboarding task instead of treating a convincing answer as evidence that the whole deployment is finished.

Security, model controls, and usage

Glean Protect describes identifying sensitive content, reviewing findings, and hiding overshared documents from Glean. Some newer scanning and security-chat capabilities are marked beta or coming soon. Ask which controls are enabled for your organization and review the applicable material through the trust center.

The usage controls page describes monthly limits, usage visibility by team or model, and access restrictions. These are useful when different groups have different needs. Agree what happens when an allowance is reached and who can adjust it. A usage control helps manage access and cost; it does not decide whether a particular answer is suitable for a business decision.

Pricing, availability, and fit

Glean's public route is an enterprise demo and organization-provisioned access. The website does not provide a universal self-service price table for the complete platform. Request a proposal that specifies search, Assistant, Agents, connectors, model access, controls, implementation, and the applicable usage terms.

Glean suits teams whose useful knowledge is distributed across several systems and whose administrators can manage integrations and access. Its enterprise context page also describes future-facing features, including capabilities labeled coming soon. Shared chat and some work-execution experiences are marked beta on the Assistant page. Confirm availability before building a process around them.

Frequently asked questions

Does connecting an app make every item searchable?

No. Indexed content, live tools, scope, and source access differ by connector and configuration.

Can a citation open content I cannot access?

No. Citation links do not grant new permissions. Inspect the source using your permitted access.

Which agent mode suits a fixed process?

Workflow mode provides explicit steps and routing. Auto mode is useful for tasks where the agent may determine its execution path.

Can every user publish an agent?

Publishing depends on roles, permissions, and configured review rules. Tool access and connected-system credentials remain separate requirements.