Flowbaker
No-code AI workflow builder that connects apps, agents, and triggers, with a self-hostable execution engine you can run in your own cloud.
Flowbaker is the more engineering-flavoured choice against Zapier or Make: node-based building, in-field expression generation, agent memory and knowledge nodes, and an executor you can self-host so runs happen on your own infrastructure. The unlimited self-hosted execution path is genuinely different from what Zapier or Make offer, and the AI nodes (Anthropic, OpenAI, Gemini, Groq plus Chat Trigger) make it a reasonable place to build a small internal agent. It is still in public alpha and the catalog is narrower than Zapier's, so if you need 6,000+ app connectors or deep enterprise governance, look at Zapier or Make first.
Verified 2d ago · liveness 60/100 · cite: rightaichoice.com/tools/flowbaker
- Business operations managers automating internal processes
- Makers and small startup teams comfortable with a node canvas
- Teams that need to self-host workflow execution
- Builders experimenting with AI agents inside automations
- Teams that need thousands of pre-built app connectors today
- Organisations requiring mature enterprise governance and audit tooling
- Users who need a native mobile or desktop automation app
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Skip Flowbaker if you need a catalog of thousands of pre-built connectors or enterprise governance tooling on day one — this is a public-alpha builder with a few dozen integrations.
AI chat tokens are metered separately from workflow executions, so an agent-heavy workflow can burn through the 2M token free allowance well before you hit 100 runs.
Flowbaker sits below Zapier's and Make's paid entry points: Starter at $9.99/month and Pro at $24.99/month, both cancellable anytime, with a free tier of 100 executions and 2M AI chat tokens. That makes it cheaper than Make's paid tiers for light AI-assisted automation and far cheaper than Zapier at low volume. Teams with high execution volume and a preference for managing their own compute should price the self-hosted executor path instead of scaling paid tiers.
In short
Flowbaker — No-code AI workflow builder that connects apps, agents, and triggers, with a self-hostable execution engine you can run in your own cloud. Best for Business operations managers automating internal processes, Makers and small startup teams comfortable with a node canvas, Teams that need to self-host workflow execution. Free to start; paid plans from $9.99/mo.
What's new in Flowbaker
Checked 2 days agoAcross the latest 3 updates: 2 feature updates and 1 launch.
Flowbaker now in public alpha
The vendor site labels Flowbaker as now in public alpha, with a GitHub repository and Discord community alongside the hosted cloud.
Self-host your executions
Jobs can be dispatched to an executor you run in your own cloud or on-prem environment after cloning the repository.
Agent memory, knowledge and storage nodes
Flowbaker Agent Memory, Flowbaker Knowledge and Flowbaker Storage nodes give workflows state and retrieval inside the visual builder.
What people actually say about Flowbaker — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
2 mentions across 2 sources (Hacker News, GitHub) · researched Jul 30, 2026.
Average across the 2 sources that answered — each source counts once, not each post.
- +Visual builder makes workflow creation accessible to non-coders.
- +Free tier allows testing with 100 runs per month.
- +Self-hosted option gives data control to privacy-conscious teams.
- +Custom execution engine may offer performance advantages.
- +Error handling and retries built into every workflow.
- −Extremely small user base means little real-world feedback.
- −Only 8 integrations, far fewer than competitors like Zapier.
- −No mobile app or browser extension mentioned.
- −Custom engine could introduce unique bugs or limitations.
- −Pricing for pro ($29/mo) is cheap but may lack enterprise features.
- • Self-hosting may require server resources and maintenance effort.
Viability Score
How well maintained and how widely used is Flowbaker? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: September 2026
How we score →Key Features
- Visual no-code workflow builder
- AI Agent node that calls connected tools
- AI Assistant that generates expressions in any field
- Chat Trigger for conversational workflow entry
- Flowbaker Agent Memory for stateful agents
- Flowbaker Knowledge node for retrieval
- Flowbaker Storage node
- Self-hosted executor in your own cloud or on-prem
- Execution history with step-level tracing
- Zero-knowledge encrypted credential storage
- Schedule (Cron) and trigger-based automation
- Error handling with On Error nodes and retries
- Data transformation nodes: Transform, Manipulation, Split Array, Items To Item
- Webhook and Input Trigger entry points
- Model nodes for OpenAI, Anthropic, Gemini, and Groq
About Flowbaker
Flowbaker is a no-code workflow automation platform for building AI-assisted automations that connect the apps you already use. You build in a visual editor, wire nodes together, and add an AI Agent node that can call tools like Slack, GitHub, and Snowflake. An AI Assistant writes expressions directly inside any field, so you transform data, run conditions, and compose logic without hand-writing syntax. The built-in integration catalog covers messaging, repos, billing, databases, and AI — Anthropic, OpenAI, Gemini, Groq, Discord, Dropbox, Gmail, Google Calendar, Google Drive, Google Sheets, GitLab, Jira, Linear, MongoDB, Notion, Pipedrive, PostgreSQL, Redis, Resend, Shopify, Slack, Snowflake, Stripe, Teams, Telegram, Webhook, and YouTube among them. Flowbaker ships a Chat Trigger for conversational entry points, plus Flowbaker Agent Memory, Flowbaker Knowledge, and Flowbaker Storage for stateful agents. You can self-host the executor: run it in your own cloud or on-prem environment, and Flowbaker routes jobs to your designated executor so the heavy lifting happens on your infrastructure. Every run is traced in an execution history with success and failure states, and credentials are stored with zero-knowledge encryption. It is aimed at business operations managers, makers, and startup teams who want real automations without a code project.
Behind the Verdict
Where Flowbaker stands out is the combination of a visual builder, an AI Agent node that can call your connected tools, and a self-hosted executor. Most no-code automation tools keep execution on their own cloud; Flowbaker lets you clone the executor and run jobs on your own infrastructure, which matters if your workflows touch regulated data or you want to control compute cost. The in-field AI Assistant that generates expressions is a real time-saver for anyone who has fought with Zapier's formatter or Make's functions. The AI layer is explicit rather than implied: you can drop in OpenAI, Anthropic, Gemini, or Groq nodes, add Flowbaker Agent Memory for state, and index material into Flowbaker Knowledge, all inside the same canvas as your Slack and Stripe steps. A Chat Trigger and Toolset node mean you can turn a workflow into something a colleague can talk to. Execution history gives you step-level tracing with success and failure states, and credential storage uses zero-knowledge encryption. The trade-offs are honest. The platform is in public alpha, the integration catalog is a few dozen apps rather than thousands, and the free tier's 100 monthly executions and 2M AI chat tokens run out quickly if you automate anything chatty. There is no native mobile or desktop app — it is browser-based, plus the self-hosted executor you run yourself. Teams that need hundreds of connectors, advanced data transformation primitives, or enterprise governance features will still be better served by Zapier or Make. Teams that want a builder, an agent framework, and the option to run execution themselves will find Flowbaker interesting.
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Real-world workflow fit
Concrete scenarios for the personas Flowbaker actually fits — and what changes day-one when you adopt it.
Connect a Google Sheets form response to a Slack notification, then have an OpenAI node draft a follow-up email and send it through Gmail.
Outcome: Lead follow-up goes out within minutes of submission without anyone copy-pasting between tools.
Self-host the Flowbaker executor in the team's AWS account, then route GitHub pull request events through a webhook into Slack and Linear.
Outcome: Engineering notifications run on the team's own infrastructure, and the execution history shows exactly which step failed.
Build a Chat Trigger workflow with Flowbaker Knowledge loaded with help articles, Agent Memory for context, and a Slack tool for escalation.
Outcome: A first-line assistant answers common questions and hands off to a human channel when it cannot.
Use Cases
- Build an AI agent that reads a Slack channel and files GitHub issues automatically
- Sync records between Google Sheets, Notion, and PostgreSQL on a Cron schedule
- Classify inbound form submissions with the Content Classifier node and route them to Pipedrive
- Send personalised order update emails driven by customer fields in Stripe
- Query Snowflake from a workflow and post summary results to Slack or Teams
- Stand up a chat-triggered internal assistant backed by Flowbaker Knowledge and Agent Memory
- Self-host execution for workflows that must not leave your own infrastructure
Models Under the Hood
as of 2026-09-09
Limitations
- Flowbaker is in public alpha, so expect the integration catalog and feature surface to move.
- The catalog covers a few dozen apps rather than the thousands Zapier and Make offer, so check that your specific stack is present before committing.
- Free-tier limits are real: 100 workflow executions and 2M AI chat tokens per month, 500MB storage, which is easy to exhaust if your workflows call models frequently.
- AI-heavy workflows consume tokens separately from executions, so cost scales with two meters rather than one.
- There is no native mobile or desktop app; the builder is browser-based and the self-hosted executor is something you operate yourself.
as of 2026-09-26
Verification history
We have re-verified Flowbaker 7 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-checked, vendor evidence unchanged
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Showing the 6 most recent of 7 verification passes.
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Flowbaker tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/mo
Ideal for
An individual testing whether Flowbaker's node builder fits their stack before spending anything
What this tier adds
Starting tier — 100 workflow executions a month, 2M AI chat tokens, 500MB storage, custom webhooks and community support.
Starter
$9.99/mo
Ideal for
A maker or small project running scheduled syncs and light AI steps every day
What this tier adds
Raises limits to 2,000 executions a month, 16M AI chat tokens and 10GB storage, and adds email support.
Pro
$24.99/mo
Ideal for
A small team automating several processes at once with agent and model nodes in production
What this tier adds
Raises limits to 10,000 executions a month, 40M AI chat tokens and 20GB storage, and moves support to priority.
Enterprise
Custom
Ideal for
An organisation needing custom limits, specific integrations, or a tailored support arrangement
What this tier adds
Custom billing with limits, integrations and support shaped around your team's requirements.
Where the pricing makes sense
The company stage and team size where Flowbaker's pricing actually pencils out — and where peers do it cheaper.
Flowbaker sits below Zapier's and Make's paid entry points: Starter at $9.99/month and Pro at $24.99/month, both cancellable anytime, with a free tier of 100 executions and 2M AI chat tokens. That makes it cheaper than Make's paid tiers for light AI-assisted automation and far cheaper than Zapier at low volume. Teams with high execution volume and a preference for managing their own compute should price the self-hosted executor path instead of scaling paid tiers.
Setup time & first value
How long it actually takes to get something useful out of Flowbaker — broken out by persona, not the marketing-page minute.
Signing up and running a first trigger-to-notification workflow is a same-day job for a technical ops person. Wiring an agent with Knowledge, Agent Memory, and a Chat Trigger takes longer — budget a few sessions. Self-hosting the executor adds its own setup: you clone the repo and connect it before jobs route to your environment, which is a developer task rather than an afternoon for a
Switching to or from Flowbaker
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Zapier: rebuild your highest-value Zaps node by node in the visual builder, then use the Webhook node in place of Zapier's trigger where no native integration exists.
- →From Make: map Make modules onto Flowbaker nodes and move your scheduling logic to the Cron node.
- →From n8n: if you were already self-hosting, point Flowbaker's executor at your own infrastructure to keep execution in-house.
- →From manual spreadsheets: start with a Google Sheets trigger feeding a Slack or Gmail step, then expand once the pattern works.
- ↗To Zapier: export your logic as a node list and rebuild it as Zaps, accepting that AI agent steps will need separate tooling.
- ↗To Make: rebuild workflows as scenarios and move scheduled jobs onto Make's scheduler.
- ↗To n8n: take the self-hosted executor approach further by running a fully self-managed automation stack.
Integrations
Resources & Guides
Tutorials & Learning
YouTube returned 1 video for “Flowbaker”, and we withheld 1: 1 could not be judged, because “Flowbaker” is a single word that other videos use for other things. We are showing none, because we could not prove any of them is about Flowbaker.
Official links
Tools that pair well with Flowbaker
Common stack mates teams adopt alongside Flowbaker, with the specific reason each pairing earns its keep.
Agent.ai
No-code AI agents for HubSpot and CRM workflows, with a 19-action BuilderPack for HubSpot Agent Builder.
Integrately
No-code app automation with 20M+ ready-made 1-click workflows across 1,500+ apps, priced well below Zapier and Make.
Anakin.ai
One no-code AI platform for content generation, agents, workflows, and batch processing.
Featured Head-to-Head Comparisons
Flowbaker vs Locus Robotics
If you need to physically move inventory in a large warehouse, Locus Robotics is the clear choice with its AMRs and Locus Array for autonomous fulfillment. For teams automating digital processes and app integrations, Flowbaker offers an affordable no-code solution. They solve fundamentally different problems—choose based on whether your bottleneck is physical picking or digital ops.
Flowbaker vs Truleo
These are entirely different tools for different buyers. Truleo is a niche, powerful AI intelligence platform solely for law enforcement, offering deep integrations with police systems and features like jail call analysis and report writing. Flowbaker is a broad no-code workflow automation tool for business teams. Choose based on your role: law enforcement professional or business operations manager.
Flowbaker vs Presto Voice
These tools serve entirely different needs: Presto Voice is a specialized voice AI platform for QSR drive-thrus boosting revenue via upselling, while Flowbaker is a general-purpose no-code workflow automation tool. Choose Presto Voice if you operate a multi-location drive-thru chain and want to automate order-taking with up to 95% non-intervention; choose Flowbaker if you need to connect apps like Slack and Sheets without coding.
Alternatives to Flowbaker
View all
Agent.ai
No-code AI agents for HubSpot and CRM workflows, with a 19-action BuilderPack for HubSpot Agent Builder.
Integrately
No-code app automation with 20M+ ready-made 1-click workflows across 1,500+ apps, priced well below Zapier and Make.
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