Adapt alternatives

What are the best Adapt alternatives?

The best Adapt alternatives are Maito, Viktor, Claude Tag, Lindy, and Tasklet. Maito is the closest fit for teams that want Adapt's range, company knowledge, business work, and tested pull requests, as a ready teammate with one workspace price.

This guide is for a company without a platform team that still wants control over its models. Choose Maito for a ready teammate on the model you pick. Choose Adapt if the agent has to run in your VPC or on premises, or engineers want to customize the runtime; if those requirements are real, Adapt is the right buy.

Why do teams look for an Adapt alternative?

Teams look for an Adapt alternative when they want a finished AI teammate rather than a platform to configure, when per-user pricing plus metered infrastructure is harder to plan than one subscription, or when nobody on the team wants to own the agent's setup.

Adapt combines a runtime, company context, model routing, connections, and several surfaces into what it calls a company agent platform. It lists three ways to run it: an open-source runtime, a managed service, and Enterprise deployments in your VPC or on premises. Its Company Agent Developer Preview has a waitlist.

As of October 2026, Managed Adapt is $8 per user per month, and compute, memory, and models are metered on top. The base price is easy to predict; the usage line moves with every job the agent runs.

A platform gives you choices: models, keys, gateways, templates, APIs, MCP, and a CLI. Each choice is something a person on your team decides and maintains.

Sources: Adapt, Adapt pricing, Adapt pricing

What does Adapt do well?

Adapt is strongest for technical teams that want control: model routing or their own keys, transparent infrastructure prices, detailed governance, and deployment where they choose.

It connects to Salesforce, HubSpot, Notion, Linear, BigQuery, Snowflake, PostgreSQL, Stripe, QuickBooks, Zendesk, Greenhouse, and GitHub, answers questions across them, processes files, builds internal apps, and runs scheduled and event-driven jobs.

Its company brain separates knowledge, skills, memory, and live search, and prunes what it keeps. It turns issues into tested pull requests for human review.

Governance is detailed: scopes, approvals on named actions, budgets, traces, identity-provider roles, and audit records. Managed Adapt comes with a SOC 2 Type II report and a standard DPA, and Enterprise adds SSO, SCIM, SIEM export, dedicated compute, and VPC or on-premises deployment.

Adapt's own engineers work through it in Slack. One wrote about commits being attributed to the shared agent rather than the person, and how personal integrations solved it.

Sources: Adapt platform, Adapt company brain, Adapt, Adapt Enterprise, Adapt pricing, Slack is my IDE

How do the Adapt alternatives compare at a glance?

Maito is the Adapt alternative that keeps provider choice and company knowledge while removing the platform work: install it, connect your tools, and give it a task.

Sources: Maito: workflow, access, and context, pricing. Viktor: workflow, access, context, pricing. Claude Tag: workflow, access, context, pricing. Lindy: workflow, access, context, pricing. Tasklet: workflow, access, context, pricing.

Is Maito a good Adapt alternative?

Yes. Maito is a good Adapt alternative for teams that want a company agent with provider choice, shared knowledge, business work, and tested pull requests, without building or operating a platform.

Setup is a short list: create a workspace, connect your AI provider, connect Slack, and add what the first task needs, such as a repository or your CRM. Credentials go in Vault, not into conversations. From then on, anyone in an invited Slack channel can ask for work, anyone can email the workspace's own agent address, and teammates can reach the same agent from Claude, ChatGPT, Cursor, Codex, Grok, and Muse.

You keep the decision Adapt users care most about: the model. Maito supports OpenAI, Anthropic, GitHub Copilot, xAI, OpenRouter, Amazon Bedrock, Azure OpenAI, Groq, Together, Fireworks, and many more, with one model for the workspace and, if you want, another for coding. Your provider bills usage directly, with no gateway markup from Maito.

Adapt's scheduled and event-driven jobs have a counterpart in Loops, which run on a schedule, from a webhook, or when someone starts one. Any coding task ends the same way: its own sandbox, your checks, QA, and a pull request for a person to review.

For the commit attribution problem Adapt's engineers wrote about, Maito separates connections: a personal GitHub connection is used only in that person's private chats, and a company GitHub connection is used for shared work.

If you'd rather not do the setup at all, Maito's optional $2,999 setup connects Slack, your provider, repositories, and tools, and turns your recurring work into skills and Loops.

Illustrative conversation, not a recorded product test.

#growth

Kenji 9:30 AM

@Maito every Monday, compare last week's ad spend by channel with signups from the warehouse, and flag any channel where cost per signup rose more than 20%.

Maito APP 9:34 AM

Set up as a Loop for Mondays at 9:00. Last week's run is in the thread: LinkedIn cost per signup rose 31%, on two campaigns that point to the old pricing page. That page still shows last quarter's prices because a redirect was removed. PR #148 restores it and adds a check for the redirect. Ready for review.

Example complete

Sources: Maito FAQ

Where does Maito give a team less control than Adapt?

Maito gives a team less control than Adapt over the runtime and hosting, and the same control over the model, the provider bill, the connections, and what the agent knows.

Maito runs in Maito's cloud. There's no self-hosted or on-premises version, and no VPC deployment. If your security team requires the agent to run on your infrastructure, Adapt Enterprise is the right choice.

For most teams, the controls that matter day to day are still yours: which provider and model run the work, which connections are personal or shared, what company knowledge the agent keeps, which skills it uses, and which Loops run. Company knowledge has revision history, and you can correct, restore, or forget any fact by asking.

Maito has no SOC 2 report yet. Admins get an encrypted Vault for credentials, an action log they can export, and a supervised mode where a person approves actions before they happen.

Best for: companies without a platform team that want one teammate for business work and code, on the model they pick. Falls short of Adapt: no self-hosting, VPC, or on-premises option, no SOC 2 report, and no free way to start.

Sources: Maito FAQ

Is Viktor a good Adapt alternative?

Viktor is a good Adapt alternative for teams that want a ready AI employee in Slack or Microsoft Teams with model usage bundled into one credit bill.

Viktor does business assignments across more than 3,200 apps, writes code and opens pull requests, and remembers personal, team, and workflow knowledge. Admins control integration scopes, and sensitive actions need sign-off.

As of October 2026, Team starts at $50 per workspace per month for 20,000 shared credits, or $100 for 40,000, and the credits cover the models. Unused credits roll over one month, and a new workspace gets up to $100 in free credits without a card.

Viktor is SOC 2 Type 1 certified with Type II in progress, and SAML SSO and EU data residency come with Enterprise.

Best for: companies on Microsoft Teams that would rather pay one vendor for agent and models together. Falls short of Adapt: models paid only through its credits, no self-hosted or VPC option, and a Type 1 report where Adapt has Type II.

Sources: Viktor, Viktor security, Viktor pricing, Viktor security

Is Claude Tag a good Adapt alternative?

Claude Tag is a good Adapt alternative for companies standardized on Claude that want a shared agent in Slack set up once by an owner.

A Claude organization Owner and a Slack admin connect credentials, repositories, and channels; after that, the team just tags Claude. Admins set reply scope, search scope, and spend limits per organization and per channel, and activity is recorded.

As of October 2026, the Slack agent is a beta for Claude Team and Enterprise customers. A Team Standard seat costs $25 monthly or $20 billed yearly, and channel work is billed to the organization by usage. Its security reports are Anthropic's: SOC 2 Type II, ISO 27001, and ISO 42001.

Best for: Slack companies already paying for Claude Team or Enterprise. Falls short of Adapt: runs only on Claude where Adapt routes across many models, works only in Slack, and has no deployment on your own infrastructure.

Sources: Claude Tag setup, Claude Tag access and limits, What is Claude Tag, Claude pricing, Anthropic certifications

Is Lindy a good Adapt alternative?

Lindy is a good Adapt alternative for teams whose company agent is mostly about email, calendars, meetings, and follow-ups.

Lindy works in Slack, email, iMessage, and the web, with team and personal memory files, team and personal skills, and routines started by schedules, emails, calendar events, and finished meetings.

As of October 2026, Lindy costs $49.99 per active user per month. Each seat adds 5,000 credits to a shared pool, extra credits are $10 per 1,000, and unused credits don't roll over. New accounts get $50 in credits for seven days. Lindy is SOC 2 Type II certified, with HIPAA, SSO, and SCIM on Enterprise.

Best for: small teams where each person wants an assistant for their own inbox and meetings. Falls short of Adapt: about six times Adapt's per-user base price, and no issue-to-pull-request work in your repositories.

Sources: Lindy introduction, Lindy skills, Lindy pricing, Lindy security

Is Tasklet a good Adapt alternative?

Tasklet is a good Adapt alternative for teams that want ready business agents at a low starting price, without per-user charges.

You create agents in Tasklet's web or Mac app, connect tools, and let them run on schedules, webhooks, and email. Agents get isolated environments and per-agent tool permissions. Tasklet is SOC 2 compliant, with GDPR in progress.

As of October 2026, Starter is $25 per organization per month for 10,000 credits and Pro is $100 for 40,000, with unlimited members. Trial credits need no payment.

Best for: a team that wants several small business agents running for a flat organization price. Falls short of Adapt: agents live in Tasklet's own app rather than across your team's surfaces, and there's no option to deploy it on your infrastructure.

Sources: Tasklet trust and security, Tasklet pricing

What does a ten-person team pay for Adapt and its alternatives?

As of October 2026, ten users on Managed Adapt pay $80 a month before usage. Maito is $149 a month for the workspace, whatever the headcount, with model usage billed by your provider.

At ten people, Adapt's base is $80 and Maito's is $149. They meet at about 19 people, and at 25 Adapt's base is $200 while Maito's is still $149. Adapt adds 5.5% to model prices through its gateway, or nothing with your own keys.

Claude Tag's figure is ten Team Standard seats on monthly billing. Viktor's bundles the models into its credits, so its total includes what Maito and Adapt send to a model provider.

Sources: Adapt pricing, Claude pricing, Viktor pricing

How can you test the Adapt alternatives on one job?

Pick two from the shortlist and give both the same budget check: API budgeted $300 and spent $360, Storage $80 and $70, Search $100 and $110. A correct report flags API at $60 over and Search at $10, and changes no budgets.

The numbers are easy. What separates Adapt from the managed alternatives is everything before the first answer: who chose the model, who connected the billing account, and who set the approval rules. Write down the hours and the person, then run the same check on last month's real invoice.

So should you choose Maito or Adapt?

Choose Maito if you want a ready company teammate on the model you choose, without anyone on your team owning a platform. Choose Adapt if you need the agent on your own infrastructure or want to customize the runtime itself.

Pick one issue and one weekly report your team needs. Count the hours it takes to get each one running in Adapt and in Maito, then compare the results.

Adapt alternatives: frequently asked questions

Which Adapt alternative costs the least?

Tasklet. As of October 2026, its Starter plan covers an entire organization for $25 a month with 10,000 credits. Viktor starts at $50 per workspace with the models included, and Maito is $149 per workspace plus your provider's usage.

Can any Adapt alternative run on our own servers?

No. Maito, Viktor, Claude Tag, Lindy, and Tasklet all run in their vendor's cloud. Adapt is the one with a free open-source runtime to host yourself and VPC or on-premises deployment on Enterprise.

Which Adapt alternatives let us choose the AI model?

Maito and Tasklet. Maito runs on the provider and model you connect and bills through your own provider account; Tasklet lets you pick an Anthropic, OpenAI, Google, or open-source model per thread. Viktor bundles its models into credits, and Claude Tag runs only on Claude.

Is there an Adapt alternative with a free start?

Yes: Viktor gives up to $100 in credits without a card, Tasklet gives trial credits with no payment, and Lindy gives $50 in credits for seven days. Maito and Claude Tag have no free plan.

Do the Adapt alternatives have SOC 2 reports like Adapt?

As of October 2026, Lindy and Anthropic's Claude Tag hold SOC 2 Type II, Viktor holds Type 1 with Type II in progress, and Tasklet is SOC 2 compliant. Maito has no SOC 2 report; it offers an encrypted Vault, an exportable audit log, and a supervised mode.

Sources: Tasklet pricing, Viktor pricing, Maito pricing, Adapt Enterprise, Maito FAQ, Maito FAQ, Tasklet pricing, Viktor pricing, Tasklet pricing, Lindy pricing, Lindy security, Anthropic certifications, Viktor security, Tasklet trust and security