Does Glean only find information, or does it execute work too?

It also executes work. The offer includes agents, orchestration, connected tools and schedules. Skyller’s case is combining this work with governed document publication, native boards and assigned assessments in a workflow business teams can track.

How do we compare Glean credits with Skyller credits?

Compare the routine and package, not raw credit counts. Core Suite and Flex have different rules, and Flex includes allowances and shared credits. Skyller plans include shared balances and usage controls. Use the same workload to obtain or model both proposals.

Does an assessment prove that everyone read a procedure?

It records assignments, attempts, answers and scores to track understanding. It is not a certificate or formal read acknowledgement. People added to a group after assignment need a new assignment.

Does every action need another person’s approval?

No. Actions configured for confirmation wait for the person who initiated the run. Documents have separate governance: a workspace may require single approval or review followed by approval, with recorded roles and decisions. These are different, configurable controls.

What happens when AI credits run out?

When the balance or AI quota runs out, Skyller conversations switch to economy mode. This does not make every feature unlimited: modes, usage, allowances, permissions and API access remain subject to the plan and configuration.

Comparison · Skyller and Glean

From finding information to running the team’s process.

Skyller brings document search, agent Teams, governed publication, task boards and assessments into one subscription with included users. Glean also offers agents and connected actions. Compare how each platform brings together knowledge, execution and operating costs.

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See the comparison criterion by criterion

Choose for your process

When each one is the right choice.

When to choose Skyller

Choose Skyller when your team needs AI specialists, validated knowledge, assigned tasks, assessments and recurring routines in one workspace.

The subscription includes users and credits according to the plan, with Portuguese-language support and integrated features for business teams.

When to choose Glean

Choose Glean when the priority is connecting many systems, preserving source permissions and building agents on that context.

It offers orchestration, routines and Customer Hosted deployment; compare Core and Flex to understand seats, credits and allowances.

AGENT TEAMS

specialists with models from multiple providers

CREDITS INCLUDED

when they run out, conversations continue in economy mode

177 TEMPLATES

ready-made policies and processes, written in Portuguese

SCHEDULED ROUTINES

agents and Teams, with run history

What is being compared

Glean publishes two packages with similar names and different billing rules. Both went in.

On their side: both published packages: Glean Core Suite and Enterprise Flex. Billing differs: Core combines seats and Model Hub usage; Flex includes shared credits and allowances, with usage-specific rules. The rows identify these differences.
On our side: a contracted Skyller plan: What any company gets when it subscribes, with the numbers from the platform's commercial catalogue. Whenever something depends on a plan, an add-on or a project, the condition is written in the cell.
Workflow evaluated: Company knowledge, agents, execution and work management. App-specific features and custom projects are identified in the rows.
When this was checked: Official sources consulted on 6 and 7 September 2026. Each reading date appears in the source list. Confirm the offer and commercial terms before deciding.

This comparison evaluates platforms and workflows. Skyller uses models from providers such as OpenAI and Anthropic; available features depend on the plan, permissions and credits.

Criterion by criterion

What your team can do in practice.

Compare the full workflow: organize knowledge, mobilize agents, execute and track. Open a row for conditions and sources.

Compare side by side. Click a row or + for the full explanation and sources.

Part of itConditional / limitedNot part of the offerNot confirmed in the documentation

The question: Skyller / Glean
Feature or criterion	Skyller	Glean
Offer and purchasing
	Skyller 14-day trial, no sales rep	Glean Conditional / limited Starts with a demo and a rollout [4][3]
Can you start today, without talking to sales? The question that separates a decision from a project with a start date. Skyller Yes. The company creates an account and gets its own space for 14 days, with a credit allowance and trial limits. On subscribing, the space stays the same: hubs, documents and agents created during the trial remain. Glean The official page offers two paths, signing in or requesting a demo, and the documentation describes onboarding as a staged project: prepare the environment, connect the identity provider, add connectors and wait for crawling before opening it to people. There is no published self-service trial; getting started goes through Glean's team. Glean · Official platform page Glean · Docs · Deployment models
	Skyller One monthly fee for the company Up to the plan’s user limit	Glean Conditional / limited Per user, in both packages Pricing on request [1][2]
Who pays to use it? Skyller One monthly fee for the company. Each plan includes a number of users and a shared AI credit balance; the fee does not change when more people start using it, up to the plan's user limit. The price is published on the Plans page. Glean Per user. The documentation for both packages states that licensing is per user, per month, and adds that Enterprise Flex seats are designed to be deployed to every employee in the organisation. The seat price is not published. The bill grows with headcount, and the price only appears in the sales conversation. Glean · Docs · Glean Core Suite (packaging and billing)Glean · Docs · Enterprise Flex (seats and FlexCredits)
	Skyller Shared credits with usage controls When AI credits run out, conversations use economy mode	Glean Conditional / limited Core and Flex have different usage allowances [1][2]
Is the AI conversation included, or metered separately? This is the row that separates the price in the proposal from the number on the invoice. Skyller The plan includes shared AI credits and usage tracking. When the balance or AI quota runs out, conversations switch to economy mode; features, modes and actions remain subject to plan limits and permissions. Glean Core Suite separates seats from Model Hub usage. Enterprise Flex offers shared credits, unlimited Fast mode with Basic/Standard models and allowances for other uses; Premium models and advanced tasks follow the package’s credit rules. Compare the package, allowances and overages; not all usage is charged separately. Glean · Docs · Glean Core Suite (packaging and billing)Glean · Docs · Enterprise Flex (seats and FlexCredits)
Knowledge and work
	Skyller Conditional / limited Published catalogue of 669 connections Active connections depend on plan; Corporate and Enterprise have no cap	Glean 275+ integrations, with write access and MCP [4][1]
How many systems does it already connect to? Skyller Skyller's published catalogue has 669 connections, and the conversation does not just read the connected system — it acts in it: opening a ticket, checking an order, filing a record. Each plan caps how many connections are active at once; Corporate and Enterprise have no cap. Glean The official page states more than 275 integrations with work apps and data sources, and the package describes native connectors with read and write tools, an MCP host and enforcement of the source system's permissions. It is the strongest point of their offer, and there is no sense pretending otherwise. Glean · Official platform page Glean · Docs · Glean Core Suite (packaging and billing)
	Skyller Boards, owners, deadlines and checklists	Glean Not confirmed Native equivalent not confirmed [1]
Does the answer become a task with an owner and a deadline, in the same place? Skyller Conversations create and move cards in the platform’s boards. Teams track owners, deadlines, priorities, subtasks and checklists, with configurable reminders and recurring cards, subject to access and allowances. Glean The consulted sources do not describe native board with owners and deadlines equivalent to Skyller’s combination. The offer may use apps, integrations or additional configuration for this process; confirm the complete workflow in the edition under review. The official pages cited in this row were consulted; lack of mention does not prove a feature is absent. Glean · Docs · Glean Core Suite (packaging and billing)
	Skyller From document to assessment and results No certificate	Glean Not confirmed Native equivalent not confirmed [1]
Does a published document become training with a grade and a deadline? Skyller Generate an editable assessment draft from documents, review it and publish it. Assign it to people or groups, set a deadline and passing score, and track attempts and results. Assessment quantities depend on the plan; no certificate or formal read acknowledgement is issued. Glean The consulted sources do not describe native assigned assessments with deadlines and scores equivalent to Skyller’s combination. The offer may use apps, integrations or additional configuration for this process; confirm the complete workflow in the edition under review. The official pages cited in this row were consulted; lack of mention does not prove a feature is absent. Glean · Docs · Glean Core Suite (packaging and billing)
	Skyller 177 templates written in Portuguese	Glean Not confirmed Native equivalent not confirmed [1]
Is there a library of ready-made policies and processes, in Portuguese? Skyller Yes. 177 templates for policies, processes, procedures and manuals written in Portuguese, organised by area — you pick one and it becomes your company's draft. Glean The consulted sources do not describe native library of Portuguese policies and procedures equivalent to Skyller’s combination. The offer may use apps, integrations or additional configuration for this process; confirm the complete workflow in the edition under review. The official pages cited in this row were consulted; lack of mention does not prove a feature is absent. Glean · Docs · Glean Core Suite (packaging and billing)
	Skyller Conditional / limited Slack, Telegram and WhatsApp Additional credits · requires an API-enabled plan	Glean Not confirmed Native equivalent not confirmed [1]
Can the team talk to the AI on WhatsApp or Telegram? Where most of a Brazilian operation already talks every day. Skyller Slack, Telegram and WhatsApp can become a conversation channel with a company agent, and approval for a sensitive action arrives in the same conversation. Two honest conditions: it is a credit-based add-on and the connection requires a plan that includes API access. Glean The consulted sources do not describe native WhatsApp and Telegram channels equivalent to Skyller’s combination. The offer may use apps, integrations or additional configuration for this process; confirm the complete workflow in the edition under review. The official pages cited in this row were consulted; lack of mention does not prove a feature is absent. Glean · Docs · Glean Core Suite (packaging and billing)
	Skyller Teams with a lead and specialist agents	Glean Agents, orchestration and Model Hub [2][1]
Can AI specialists work together? Skyller Depending on the selected mode, the lead routes to one specialist or coordinates several members and combines their output. A Team can consult all members or execute tasks; each agent uses its allowed model configuration, including different providers. Models and usage follow the plan’s modes and credits; access follows permissions. Glean Glean documents agent building and orchestration, connected tools and model access through Model Hub. Both platforms go beyond search and chat; compare the full workflow and usage structure. Glean · Docs · Enterprise Flex (seats and FlexCredits)Glean · Docs · Glean Core Suite (packaging and billing)
	Skyller Draft, review and publication with history	Glean Conditional / limited Source permissions and company library [1]
Who validates knowledge before the team relies on it? Skyller The company can configure single approval or review followed by approval, with recorded roles and decisions. Drafts, pending content and rejected documents stay out of production knowledge answers. Company workspaces define access to published material. Workspace policy defines stages and responsibilities; individual spaces may publish automatically. Glean Glean connects content with inherited source permissions and provides a library of announcements, collections and shortcuts. The package sources do not describe a document workflow equivalent to Skyller’s draft, review and publication stages. Evaluate publication governance in the source repository and integrations. Glean · Docs · Glean Core Suite (packaging and billing)
	Skyller Scheduled agents and Teams, with run history	Glean Scheduled agents and automations [2][5]
Can a routine run again without repeating the request? Skyller Schedule agents and Teams for recurring routines or event-triggered runs. Set a time and timezone, track run history and receive notifications. Work runs on the server under the access context of the person who configured it. Runs use available permissions and credits. API access depends on plan; local connectors need Desktop and the connector running. Glean Enterprise Flex describes scheduled agents and automations. Compare each routine’s triggers and tools; Flex runs consume credits according to configuration and complexity. Glean · Docs · Enterprise Flex (seats and FlexCredits)Glean · Schedule triggers and run history
Operations and control
	Skyller Conditional / limited Enterprise, on customer infrastructure Enterprise · project and contract; models and services may process data externally	Glean Conditional / limited GCP or AWS account, operated by Glean GCP or AWS; operated by Glean [3]
Can the platform run on the company's own infrastructure? Skyller Under the Enterprise arrangement the platform can be deployed on customer-controlled infrastructure, in your own cloud or on-premise, subject to project and contract. Installing the application does not mean everything is processed there: models over API, connected services and channels may still process outside. There is no off-the-shelf on-premise plan. Glean With Customer Hosted, Glean deploys the environment in the customer’s GCP or AWS account and continues operating it as a service. This is an enterprise deployment option, distinct from installing and maintaining software independently. Requires a supported cloud and contracted deployment terms. Glean · Docs · Deployment models

Features vary by plan and configuration. Each criterion cites official sources, with consultation dates below; unconfirmed items do not establish that a feature is absent.

Where the difference shows up

How this combination changes daily work.

The value comes from connecting the steps your team handles every day. See what already works together in Skyller.

The complete workflow

From connected sources to published knowledge

Glean connects systems, preserves permissions and offers agents that act on that context. In Skyller, the company can also turn its own procedures into published knowledge with workspace access and recorded approval decisions. For departments creating, reviewing and maintaining manuals, this editorial lifecycle is part of daily work alongside searching what already exists.

Test the whole path, from request to tracked delivery, in both alternatives.

The company’s choice

Track execution and understanding in one process

When a procedure changes, teams need to know who will act and where questions remain. Skyller connects assigned, dated cards with assessments based on documents, tracking attempts, scores and results. Glean also offers agents, orchestration and routines; evaluate the integrations that would track this work and compare Core Suite or Flex allowances with Skyller’s plan credits.

Choose based on what your team can execute, validate and maintain every day.

Trackable execution

Give the output an owner, deadline and next run

In the same platform, a conversation can create cards with an owner, deadline, priority and checklist. Documents can become editable assessments assigned to people or groups, with a passing score and result tracking. For recurring work, schedule agents or Teams and inspect run history. Every stage respects permissions, allowances and available connections.

The information you consult becomes assigned work, tracked learning and a repeatable routine.

An ordinary Tuesday

The procedure changed. Track what the team understood.

An example workflow configured in Skyller, using fictional data. Permissions, approval and features follow company and plan rules.

What comes in
Workplace safety has updated the procedure for protective equipment. It lives in a file that went through three people and sits in somebody's folder.
What happens
1. 01The owner publishes the procedure in the factory workspace after configured approval or review.
2. 02An assessment is generated as a draft, reviewed and published, then assigned to shifts with a deadline and passing score.
3. 03The dashboard shows attempts and results to identify areas needing reinforcement.
What is left
The owner tracks responses, scores and areas of difficulty. Results help guide material review and training reinforcement.

What Skyller does not do here

The assessment issues no certificate; what remains is the record of who answered, when and with what grade.
Publication follows workspace policy: single approval or review followed by approval. Drafts and pending content stay out of production answers.
How many assessments can be active depends on the plan; Corporate and Enterprise have no cap.

Scene with sample data

Straight questions

What we usually hear in this conversation.

Sources

Where each claim about Glean came from.

Glean's own documentation and official page only. No figure on this page came from a blog, a third-party comparison or a market estimate.

[1]Glean · Docs · Glean Core Suite (packaging and billing)
https://docs.glean.com/glean-core-suite-pricing
Read on 2026-09-06
[2]Glean · Docs · Enterprise Flex (seats and FlexCredits)
https://docs.glean.com/glean-enterprise-flex-pricing
Read on 2026-09-06
[3]Glean · Docs · Deployment models
https://docs.glean.com/get-started/prepare/about-deployment
Read on 2026-09-06
[4]Glean · Official platform page
https://www.glean.com/
Read on 2026-09-06
[5]Glean · Schedule triggers and run history
https://docs.glean.com/agents/concepts/schedule-triggers
Read on 2026-09-07

The next step

Put a real process to work.

Bring a procedure, a recurring routine and the team responsible. See how Skyller connects knowledge, agents and follow-up. Start a free trial or book a demonstration for your use case.

Try it free Book a demo

From finding information to running the team’s process.

When each one is the right choice.

When to choose Skyller

When to choose Glean

What your team can do in practice.

Offer and purchasing

Can you start today, without talking to sales?

Skyller

Glean

Who pays to use it?

Skyller

Glean

Is the AI conversation included, or metered separately?

Skyller

Glean

Knowledge and work

How many systems does it already connect to?

Skyller

Glean

Does the answer become a task with an owner and a deadline, in the same place?

Skyller

Glean

Does a published document become training with a grade and a deadline?

Skyller

Glean

Is there a library of ready-made policies and processes, in Portuguese?

Skyller

Glean

Can the team talk to the AI on WhatsApp or Telegram?

Skyller

Glean

Can AI specialists work together?

Skyller

Glean

Who validates knowledge before the team relies on it?

Skyller

Glean

Can a routine run again without repeating the request?

Skyller

Glean

Operations and control

Can the platform run on the company's own infrastructure?

Skyller

Glean

How this combination changes daily work.

From connected sources to published knowledge

Track execution and understanding in one process

Give the output an owner, deadline and next run

The procedure changed. Track what the team understood.

What we usually hear in this conversation.

Does Glean only find information, or does it execute work too?

How do we compare Glean credits with Skyller credits?

Does an assessment prove that everyone read a procedure?

Does every action need another person’s approval?

What happens when AI credits run out?

Where each claim about Glean came from.

Put a real process to work.