Dust alternatives

Dust gives every department a builder for its own AI agents, billed by the seat. What are the best Dust alternatives? And which ones work before anyone builds an agent?

Dmitry Dubovetzky

What are the best Dust alternatives?

The best Dust alternatives are Maito, Glean, ChatGPT Business, Claude Tag, and Viktor. Maito is the closest fit for teams that want one AI employee the whole company asks for work, with nothing to build first and no charge per person.

This guide is for a company of about ten to fifty people where a few people use AI every day and many ask now and then. Choose Maito if requests come from every team, don't fit neatly into one agent's job, and often end in a change to the product. Choose Dust if each department wants its own specialized agents, someone has the time to build and look after them, and a SOC 2 report is required before purchase.

Pick Maito for

  • One AI employee for the whole company, no seats

Pick Glean for

  • Search across hundreds of apps with permissions enforced

Pick ChatGPT Business for

  • A company already paying for ChatGPT seats

Pick Claude Tag for

  • A Slack team that has standardized on Claude

Pick Viktor for

  • Microsoft Teams, with model costs inside one bill

Pick Dust for

  • Many governed agents, each built for one department

Why do teams look for a Dust alternative?

Teams look for Dust AI alternatives when nobody has time to design and maintain a catalog of agents, when per-seat credits make occasional users expensive, or when support questions should end in a code fix rather than a GitHub issue.

In Dust, someone sets up each agent's knowledge, tools, model, and skills before the team can use it. That's the point of the product, and it works best when a department has a clear, repeated job and an owner for the agent.

As of October 2026, every Dust member who messages an agent needs a seat: Pro at $30 a month with 8,000 credits, or Max at $150 with 40,000. Credits belong to each person and reset monthly, and Business caps a workspace at three data connectors. Dust pricing, Dust seat management. The full breakdown is in Dust pricing.

For code, Dust agents can run code in a temporary workspace, create GitHub issues, and review pull requests, but fixing a bug in your repository is left to an engineer.

Reviewers like it. As of October 2026, Dust rates 4.6 out of 5 on G2 from about 80 reviews. Reviewers most often praise how easy it is to build an assistant and how many tools it connects to; the most common complaints are an interface that could be smoother and credit use that climbs fast with heavy work.

Sources: Dust, Dust GitHub tools, Dust on G2

What does Dust do well?

Dust is strongest when a company wants many specialized agents, each grounded in its own slice of company data and governed centrally, with a choice of more than 20 models.

Teams build agents for ticket triage, account research, analytics, and CRM updates, and share them through Pods, workspaces that hold conversations, files, and tasks together. Agents run on schedules and triggers, and its Computer tool runs code and edits spreadsheets, slides, and documents.

On security, Dust holds SOC 2 Type II, includes SSO and a choice of US or EU hosting on Business, and doesn't train models on customer data.

A company with a platform team and clear department workflows gets a lot from that package.

Sources: Dust Pods, Dust Computer, Dust security, Dust pricing

How do the Dust alternatives compare at a glance?

Maito is the Dust alternative with nothing to build, no seat for each person, and customer bugs carried through to a tested pull request in the same thread.

MaitoGleanChatGPT BusinessClaude TagViktor
Build agents firstOne AI employee, ready to askAssistant ready; agents builtAssistant ready; agents builtOne Claude in SlackOne agent, ready to ask
Charged per personNo, $149 per workspaceSales quote$25 per userNo, Team plan plus usageNo, workspace credits
Where you use itSlack, email, AI assistantsGlean app and SlackChatGPT, Slack, TeamsSlackSlack, Microsoft Teams
Company knowledgeLearns from shared workSearch across 275+ appsConnected apps; per-user memoryChannel and workspace memoryPersonal and team memory
Code changesSandbox, checks, QA, pull requestDraft pull requests from SlackCodex tasks from SlackCommits and pull requestsBranches and pull requests
Recurring workLoops on a schedule or webhookAgents triggered by eventsScheduled workspace agentsRoutines in channelsScheduled jobs
SecurityEncrypted Vault, audit logSOC 2 Type II, ISO 27001, HIPAASOC 2 Type 2, SAML SSOSOC 2 Type II, ISO 27001SOC 2 Type 1
Price for ten people$149 plus provider usageNot published$250Team plan plus usageFrom $50

Sources: Maito: FAQ, pricing. Glean: agents, Slack, security, pricing. ChatGPT Business: Slack, admin guide, pricing, security. Claude Tag: setup, memory, certifications, pricing. Viktor: product, memory, security, pricing.

Is Maito a good Dust alternative?

Yes. Maito is a good Dust alternative for companies that want one AI employee everyone can ask, without building an agent for each job, at $149 per workspace per month with unlimited people, plus your AI provider's usage.

Anyone in a Slack channel where Maito is invited can ask it for work, and colleagues join the same thread to add context or pick it up later. It also works by email at the workspace's own address and from Claude, ChatGPT, Cursor, Codex, Grok, and Muse.

Instead of an agent per department, Maito learns company facts from shared work and saves a job that went well as a skill anyone can reuse. Recurring work becomes a Loop on a schedule or a webhook. For product changes, each coding task gets its own sandbox, your checks, QA, and a pull request your engineers review.

Illustrative conversation, not a recorded product test.

ops
Leah 9:20 AM

@Maito finance wants the annual customers renewing in November who still have no billing contact. We don't have an agent for this.

Maito APP 9:31 AM

14 annual accounts renew in November, and 5 have no billing contact in Stripe or HubSpot. The list with each account owner is attached. The renewal notice also skips accounts with no contact, so those 5 would hear nothing. PR #812 sends it to the account owner instead and adds a test. Checks pass.

Leah 9:33 AM

Great. Can you give the five owners a heads-up too?

Maito APP 9:34 AM

Drafts for all five are below. Approve them and I'll send.

Example complete

Best for: companies where requests come from every team and often end in a product fix. Falls short of Dust: no SOC 2 report, no free seat, and no builder for a governed catalog of department agents.

Sources: AI employee, Team collaboration, Company knowledge, Skills

Is Glean a good Dust alternative?

Glean is a good Dust alternative when the main job is finding answers across a large company's apps, with every result limited to what the person asking is allowed to see.

Glean connects to more than 275 apps and builds agents on top of that search, which can be triggered by events and handed tasks by other agents. In Slack, people search with /glean, get answers in channels, open the assistant in the sidebar, and turn a thread into a draft pull request with Code Writer.

Glean lists SOC 2 Type II, ISO 27001, ISO 42001, and HIPAA. It doesn't publish prices; buying starts with a demo.

Best for: large companies whose biggest problem is information spread across hundreds of tools. Falls short of Dust: no published price or self-serve start, and a bigger rollout than a small team needs.

Sources: Glean agents, Glean in Slack, Glean security, Glean pricing

Is ChatGPT Business a good Dust alternative?

ChatGPT Business is a good Dust alternative for a company that already pays for ChatGPT seats and mostly wants summaries, drafts, and plans, in ChatGPT and in Slack.

People mention @ChatGPT in Slack or Microsoft Teams for a summary, a reply, or a plan, and repository work goes to Codex as a separate task that reports back to the thread. The Slack assistant doesn't keep memory between requests.

As of October 2026, Business costs $25 per user a month, or $20 billed yearly, for two or more users, and includes Codex. OpenAI holds a SOC 2 Type 2 report for ChatGPT Business.

Best for: teams where most people already live in ChatGPT. Falls short of Dust: OpenAI models only, and the Slack assistant starts every request without memory.

Sources: ChatGPT in Slack, ChatGPT in Slack and Teams for admins, ChatGPT pricing, OpenAI security

Is Claude Tag a good Dust alternative?

Claude Tag is a good Dust alternative for a company on Claude Team or Enterprise that wants one shared Claude in its Slack channels instead of a set of separately built agents.

Claude Tag keeps notes for each channel, adds what it learns in public channels to a workspace memory, and runs routines that post updates and watch channels. It commits code and opens pull requests as the Claude GitHub App.

As of October 2026, Claude Team starts at $25 per seat a month, or $20 yearly. People in a channel can ask Claude without a seat of their own, and Claude Tag's channel work is billed to the organization by usage. Anthropic holds SOC 2 Type II and ISO 27001.

Best for: Slack companies that have already picked Claude. Falls short of Dust: Slack only, Claude models only, and still in beta.

Sources: Claude Tag memory, Claude Tag setup, Claude pricing, What is Claude Tag, Anthropic certifications

Is Viktor a good Dust alternative?

Viktor is a good Dust alternative for teams that want a ready AI agent in Slack or Microsoft Teams with no seat fee, and model costs inside one workspace bill.

Viktor does reports, campaigns, CRM updates, dashboards, and code fixes with pull requests, and remembers personal, team, and workflow knowledge. It connects to more than 3,200 tools.

As of October 2026, Viktor's Team plan is $100 a month for 40,000 shared credits, with smaller and larger tiers starting at $50, and new workspaces get up to $100 in free credits. Viktor is SOC 2 Type 1.

Best for: companies on Microsoft Teams that want one predictable bill. Falls short of Dust: SOC 2 Type 1 rather than Type II, and no choice between 20+ models for each job.

Sources: Viktor, Viktor skills and memory, Viktor pricing, Viktor security

What do the Dust alternatives cost a ten-person team?

As of October 2026, ten Dust Pro seats cost $300 a month on monthly billing. Maito costs $149 for the workspace plus provider usage, ChatGPT Business costs $250 in seats, Claude Tag costs a Claude Team plan plus channel usage, Viktor starts at $50, and Glean quotes through sales.

Ten people a monthWhat makes the bill grow
Dust$300, or $240 yearlyMore seats and Max upgrades
Maito$149Model usage on your own provider
ChatGPT Business$250, or $200 yearlyMore seats
Claude TagTeam plan, from $25 a seatUsage in channels
ViktorFrom $50, Team plan $100Larger credit tiers and top-ups
GleanNot publishedQuoted by sales

The credits pay for different things. Dust's and Viktor's include model usage, Claude Tag bills channel usage on top of seats, and Maito's model usage goes to the AI provider you connect.

Sources: Dust pricing, ChatGPT pricing, Claude pricing, Viktor pricing, Maito pricing

How can you test the Dust alternatives on one job?

Pick a request that crosses two teams and has no agent built for it, such as a list of accounts with missing billing contacts that also turns up a bug. Give it to two products on the shortlist and see which one finishes it without anyone setting up an agent first.

Have someone from finance or support ask, not the person who would build agents. Good work is a correct list with sources, a fix your engineers would merge, and drafts that wait for approval before going out.

So should you choose Maito or Dust?

Choose Maito if you want one AI employee the whole company works with, for business work and product changes, at one workspace price. Choose Dust if each department should build and govern its own agents, with SOC 2 Type II and EU hosting.

Choose Maito if…

  • Requests come from every team and rarely fit one agent's job
  • Nobody has time to build and maintain a catalog of agents
  • Customer bugs should end in a tested pull request
  • One price, however many people ask

Choose Dust if…

  • Each department wants its own specialized agents
  • A platform team will own and govern them
  • Your security review needs SOC 2 Type II or EU hosting

Count the requests from last month that didn't match any agent you'd build. If that's most of them, a ready AI employee fits better than a builder.

Dust alternatives: frequently asked questions

What is the cheapest Dust AI alternative?

Viktor, from $50 a month for the whole workspace as of October 2026. Maito costs $149 per workspace plus your AI provider's usage, and ChatGPT Business starts at $25 per seat.

Which Dust alternatives don't charge per user?

Maito, Viktor, and Claude Tag. Maito is $149 per workspace with unlimited people, Viktor bills shared workspace credits, and Claude Tag bills channel work as usage, though the company still needs a Claude Team plan. ChatGPT Business needs a seat for each user, and Glean doesn't publish its pricing.

Is Glean better than Dust?

Glean is better for searching across a large company's apps with permissions enforced, and Dust is better for building many specialized agents with published, self-serve prices. Glean sells through a demo.

Can I try a Dust alternative for free?

Viktor gives new workspaces up to $100 in free credits. Maito and Claude Tag have no free plan.

Which Dust alternative can fix bugs in our product?

Maito, Claude Tag, and Viktor open pull requests in your repository, ChatGPT Business sends coding to Codex, and Glean drafts pull requests from Slack threads. Maito also reproduces the bug, records a video, runs your checks and QA, and drafts the customer reply.

Which Dust alternatives have a SOC 2 report?

As of October 2026: Glean and Anthropic's Claude Tag with SOC 2 Type II, OpenAI's ChatGPT Business with SOC 2 Type 2, and Viktor with Type 1. Maito doesn't have a SOC 2 report; it keeps credentials in an encrypted Vault and gives admins an exportable log of agent actions.

Sources: Viktor pricing, Maito pricing, Maito pricing, Viktor pricing, Claude Tag spend limits, Glean agents, Dust pricing, Viktor pricing, Maito pricing, Maito FAQ, Glean in Slack, Glean security, Anthropic certifications, OpenAI security, Viktor security

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