Skip to content

The datasheet for every AI agent

Head to head

Glean vs Moveworks

Glean and Moveworks now sell almost the same sentence, one AI assistant that searches and acts across more than 100 enterprise systems, and both are enterprise-only, cloud-only and refuse to publish a price, so the access-model and pricing axes that separate most of this category separate nothing here. What separates them is ownership and what each is built on top of. Moveworks is now a ServiceNow product: the acquisition completed on 15 December 2025 and by 26 February 2026 its conversational AI and enterprise search were the front door of a ServiceNow product called EmployeeWorks. Glean is independent, model-agnostic, and spent the same twelve months acquiring rather than being acquired. Moveworks’ primitive is resolving a request; Glean’s is indexing the knowledge a request needs.

Glean and Moveworks now sell almost the same sentence (one AI assistant that searches and acts across more than 100 enterprise systems) and the fact that decides between them is not on either product page. It is on the cap table. ServiceNow completed its acquisition of Moveworks on 15 December 2025, and on 26 February 2026 Moveworks’ conversational AI and deep enterprise search became the front door of a ServiceNow product called EmployeeWorks, described in the announcement as “a conversational front door for the enterprise.” Glean is still independent, privately held at the $7.2 billion valuation it raised into in June 2025, and it spent the same twelve months buying rather than being bought. If you already run ServiceNow, that is the best news in this comparison. If you do not, it is the reason to read the rest of it.

The two products are built on different primitives, and it shows in what each is good at. Glean’s primitive is the index: a permission-aware search layer over more than 100 connected systems, which the company describes on its own home page as “the Work AI platform connected to your enterprise’s data,” with an assistant and an agent builder sitting on top. Retrieval is the product; the agents are the application. Moveworks’ primitive is resolution: its AI Assistant is built to close an employee’s IT, HR, finance or sales request end to end, routed through what Moveworks calls its Reasoning Engine, with enterprise search as one component beside Agent Studio, Knowledge Studio and an AI Agent Marketplace. Read live on 2026-08-17, Moveworks frames the job as “Search and action in one” and gives as its IT example “Resolve issues, reset access, and provision tools automatically.” Glean frames the job as “Find, create, and automate anything.” Both sentences are true, and they are not the same sentence.

What each vendor chooses to publish as proof reveals which problem it actually solves. Moveworks publishes deflection: Amadeus reducing calls to its support teams by 44% and giving back more than 16,000 hours a month globally, and CVS Health cutting live agent chats by 50% in under 30 days. Those are ticket-volume numbers, and they are the numbers a service-desk owner is judged on. Glean publishes reach and scale: more than 100 million agent actions a year and over 850 employees as of its Series F announcement, with Booking.com, Zillow, Ericsson and TIME named as customers. Neither set is better than the other and they are not comparable, because they answer to different buyers. Moveworks is measured by requests that never reached a human; Glean is measured by knowledge that was findable at all.

On models the two take opposite positions, and this is the difference most likely to matter three years from now. Glean is deliberately model-agnostic: administrators enable and switch between GPT, Claude and Gemini models from an admin console, and Glean supplies the retrieval and knowledge-graph layer underneath rather than the model itself. Moveworks runs a multi-model backend of proprietary and open-source models that it does not disclose individually, orchestrated by its own Reasoning Engine. That is a legitimate engineering choice rather than a failing (a backend nobody outside the company depends on is one Moveworks can upgrade without asking permission), but it is the opposite of a control you can exercise. If your security review asks which model saw which document, Glean answers that from a console and Moveworks answers it from a relationship.

The ownership difference deserves stating precisely and in both directions, because it is easy to overstate. Moveworks’ own press release is explicit that the product survives the deal: “Moveworks continues to be offered as a standalone product within the ServiceNow portfolio. Organizations can acquire the Moveworks platform as an independent AI solution or as an integrated component of their ServiceNow deployment.” That is a commitment published by the vendor and a buyer is entitled to hold them to it. What it does not say is who sets the roadmap, and the February 2026 announcement answers that by folding Moveworks’ conversational AI and enterprise search into EmployeeWorks alongside ServiceNow’s own portal and workflows. ServiceNow also disclosed 250 mutual customers already using both technologies at the time the deal closed, which is the single strongest argument for Moveworks if you happen to be one of them. Glean went the other way in the same window: on 11 March 2026 it acquired Aryn, a document-intelligence company, to extend its index out of SaaS applications and into PDFs and contracts. Aryn’s cloud service and APIs stayed up until 15 April 2026, and its Sycamore open-source project remains under Apache License v2.0.

Neither company publishes a price. Glean's pricing page and Moveworks' site, both read on 2026-08-17, name no tier or per-seat figure; every call to action is a demo request. Vendr's tracked Glean purchases provide a third-party contract anchor, while Moveworks is described as headcount-based and has an AWS Marketplace band priced per user. Those are procurement signals, not vendor rate cards, so an actual comparison still requires matched quotes for the same employee population and scope.

How Glean and Moveworks compare

Scroll across to compare every side. Feature names stay in view.One card per question, with every side answering it in turn.

FeatureGlean★ Our pickVisit Glean ↗MoveworksVisit Moveworks ↗
DescriptionEnterprise AI platform for building, governing and running agents on permission-aware company context.Enterprise AI assistant and low-code agent platform for employee search and task automation.
TagsAPIAutonomousClaudeEnterpriseGPTMulti-agentNo-codeOpen modelsAPIAutonomousEnterpriseGPTMulti-agent
Pricing modelsubscriptionsubscription
Model / LLMModel-agnostic: admins enable and switch between GPT, Claude, Gemini and other supported LLMs from the LLM admin console. Glean provides the retrieval and Knowledge Graph underneath.Multi-model backend (proprietary and open-source, not individually disclosed), orchestrated via Moveworks' own modular agentic Reasoning Engine
Bring your own model-Not disclosed
InterfaceWebWeb
DeploymentCloudCloud
Writes codeYesPartly
Debugs and fixesYesPartly
Writes testsPartly-
Reviews codeYesPartly
Whole-codebase workPartly (currently degraded)-
Ships itNoPartly
Done-for-you serviceNoPartly (Moveworks Professional Services (PSS, Flex Development, Consulting packages), costs extra)
Agent permissionsPartlyYes
ClaudeYesNo
Open modelsYesNo
Model choiceYesPartly
In your editorYesNo
On the command linePartlyNo
In your pipelinePartly (currently degraded)Partly
Self-hostedPartly (currently degraded)No
How it metersYesPartly
MCP serverYesPartly (currently degraded)
Bring your own keyYesPartly
Seat modelYesPartly
Pooled budgetYes-
Limitations
  • No public pricing anywhere. Vendr's buyer-data aggregation puts the median annual deal at $98,890, ranging from $29,880 to $208,897, with typical enterprise minimums around 100–250 seats. (1 source)
  • Reviewers on G2 consistently flag Glean as expensive relative to competitors, and report an effectively mandatory support fee on top of the base subscription. (1 source)
  • Chat answers still occasionally hallucinate like any LLM-backed assistant, the UI can feel unintuitive, and Glean requires its own separate login even when a user is already authenticated in a connected app. (1 source)
  • Not a knowledge-creation tool. Glean indexes and searches existing content but has no built-in way to author documents or take structured notes, unlike a workspace product. (1 source)
  • No public pricing anywhere; independent 2026 buyer-data aggregation (Vendr, eesel) puts the median annual deal at $130,000 with a $89,500–$271,333 range, implementation at $50,000–$200,000, and total 3-year cost of ownership of $1.5M–$3.5M once services and internal staff time are included. (2 sources)
  • G2 reviewers report a real implementation burden: an 8–16-week average rollout, a steep configuration learning curve, and continued need for vendor involvement even for small post-launch changes. (1 source)
  • MCP (Model Context Protocol) support is still in development, not a shipped feature: Moveworks' May 2025 blog describes it as a planned capability for routing lower-priority tasks to MCP servers; current tool connections run through Agent Studio and the Plugin Workspace instead. (1 source)
  • No longer an independent company: ServiceNow completed its $2.85B acquisition on December 15, 2025, and current customers in r/servicenow publicly worry that packaging will drift toward bundled ServiceNow SKUs, a real roadmap and unbundling risk for anyone evaluating it as a standalone purchase today. (2 sources)

Who each one is for

Glean

Large and mid-market enterprises whose biggest AI-agent blocker is fragmented, permission-sensitive knowledge scattered across 100+ internal tools, and who want employees building department-specific agents on that indexed knowledge without writing code.

Moveworks

Large, often regulated enterprises (finance, healthcare, government-adjacent) that want one AI assistant handling IT, HR and finance requests across 100+ existing systems, and that value deep compliance certification over self-serve simplicity.

Verdict: Glean or Moveworks?

Glean, for the buyer who is not already standardised on ServiceNow. It is the neutral choice in a decision that has stopped being neutral: an independent company whose roadmap answers to its own board, a model layer you control from a console rather than inherit, and a core asset (a permission-aware index of everything your company knows) that stays useful no matter which assistant, agent or platform you put in front of it next year. Buying your knowledge layer from a company that also wants to sell you the workflow platform underneath it is a bet on that platform, and if you have not otherwise made that bet, this is a poor way to make it by accident.

Pick Moveworks in three cases, and the first is close to decisive. First, if you already run ServiceNow: Moveworks is now first-party, ServiceNow disclosed 250 customers already running both technologies when the deal closed, and EmployeeWorks is a supported path from an employee’s question to a ServiceNow workflow that no independent vendor can match on paper. For this buyer the acquisition is not a risk to price in: it is the reason to buy, and it is worth more than any feature difference on this page. Second, if the problem you are funding is ticket volume rather than knowledge discovery: Moveworks is built to close IT, HR and finance requests end to end, and it is the only side of this pair that publishes deflection as its headline evidence, including CVS Health at a 50% reduction in live agent chats in under 30 days. A service desk drowning in password resets and PTO questions should buy the tool whose customers publish that number. Third, if you are a regulated enterprise buying on counterparty risk as much as capability: a vendor owned outright by a public company carries a different risk profile into a procurement review than a private one at a $7.2 billion paper valuation, and for some risk committees that difference ends the conversation before the features start.

Stated as the two mistakes. Buying Moveworks while running Okta, Jira and Slack with no ServiceNow anywhere means paying for an integration advantage you will never collect, on a roadmap now set by a platform vendor you are not otherwise a customer of. Buying Glean because it is the independent one, when your real problem is forty thousand password-reset and PTO-balance tickets a year and your service desk already runs on ServiceNow, means buying an excellent index and still having the tickets.

The digest

Decided? Watch the bench move. New agents, fresh verdicts, moves in the rankings, one short email, every Tuesday.

Frequently asked questions

Is Moveworks still its own product after the ServiceNow acquisition?
Yes, and the vendor has said so in writing. ServiceNow completed the acquisition on 15 December 2025, and the February 2026 announcement states that “Moveworks continues to be offered as a standalone product within the ServiceNow portfolio,” available either as an independent AI solution or as part of a ServiceNow deployment. What that commitment does not cover is the roadmap. In the same announcement, dated 26 February 2026, Moveworks’ conversational AI and enterprise search became the basis of EmployeeWorks, a ServiceNow product combining them with ServiceNow’s own portal and workflows. So the honest answer is that you can still buy Moveworks on its own, and that the direction it develops in is now set inside ServiceNow. If you are not a ServiceNow customer, that is the question to put to the sales team in writing before you sign a multi-year deal.
Which is cheaper, Glean or Moveworks?
Neither publishes a rate card. Glean and Moveworks both require a sales process, and their contract structures differ: Glean is commonly quoted per user, while Moveworks is described as covering the employee population. Compare matched quotes for the same scope rather than treating third-party estimates as list prices.
Does Glean or Moveworks let you choose which LLM it uses?
Glean does and Moveworks does not. Glean is model-agnostic by design: administrators enable and switch between GPT, Claude and Gemini models from an LLM admin console, and Glean supplies the retrieval and knowledge-graph layer beneath whichever model you pick. Moveworks runs a multi-model backend combining proprietary and open-source models that it does not disclose individually, orchestrated by its own Reasoning Engine, so the model choice is Moveworks’ to make and to change. Neither approach is simply better (an undisclosed backend is one the vendor can improve without a migration on your side), but only one of them survives a security review that asks which model processed which document.
Can Glean replace a service desk, or Moveworks replace enterprise search?
Both vendors claim both jobs, and the categories are genuinely blurred rather than clean. Moveworks ships Enterprise Search as a named component and its assistant answers knowledge questions; Glean ships Agents and an agent builder that can execute workflows and resolve requests. The difference is which job each was built around and which one it publishes evidence for. Moveworks’ published proof is deflection (Amadeus at a 44% call reduction and more than 16,000 hours returned monthly, CVS Health at 50% fewer live agent chats in under 30 days), and those are service-desk numbers. Glean’s published proof is reach and scale, more than 100 million agent actions a year across a permission-aware index of 100+ systems. Buy each for the job it publishes numbers about, and treat the other half as a capability you should pilot rather than assume.

Still deciding? Get a quote from Glean

Tell us what you need. We make the introduction to Glean.

Advertise here

Reach buyers mid-decision. Reach builders choosing their next agent. Promote your brand with a display placement or bring your listing into focus with Featured.

Explore owner options →Advertise on this page →

The digestFree

Which agents actually ship.

What we re-checked, what got added, and one number from the index. Tuesdays.

One-click unsubscribe

At a glance

Glean and Moveworks now sell almost the same sentence, one AI assistant that searches and acts across more than 100 enterprise systems, and both are enterprise-only, cloud-only and refuse to publish a price, so the access-model and pricing axes that separate most of this category separate nothing here. What separates them is ownership and what each is built on top of. Moveworks is now a ServiceNow product: the acquisition completed on 15 December 2025 and by 26 February 2026 its conversational AI and enterprise search were the front door of a ServiceNow product called EmployeeWorks. Glean is independent, model-agnostic, and spent the same twelve months acquiring rather than being acquired. Moveworks’ primitive is resolving a request; Glean’s is indexing the knowledge a request needs.