Open Source Workflow Platform

Connect any integration, build any workflow,
and deploy with a click.

Describe the job in plain English and GTMship turns it into a working automation. Keep personal or occasional workflows on your own machine, or deploy into your cloud when the automation needs an always-on runtime.

See the Voyage Read the Docs

brew install BalaMZPersonal/tap/gtmship

Workflow Builder Agent

Here is the path GTMship assembled:

Connects the right APIs — OAuth, API key, or docs-driven setup — ✅ ready
Generates the workflow in TypeScript with validation and preview — ✅ ready
Chooses the runtime — local for personal use or deploy for always-on work — ⏸ awaiting your choice

Workflow Builder Agent

Keep it on this machine for a personal automation, or click deploy when the workflow needs to stay on in AWS or GCP.

Describe the workflow, ask it to debug... Send

Flow

Code

Validation

Preview

Build

Deploy

Live Diagram

Auto-rendered

Prompt / Trigger

Connect any API

Generate workflow

Always-on?

Run locally on your laptop

Yes

Deploy to AWS or GCP

The Voyage

From any integration to a local run or cloud deploy in six steps

Connect the API, describe the workflow, let GTMship build and preview it, then keep it on your machine for personal or occasional use cases or deploy it when the automation needs to stay on.

Connect any integration

Browse built-in connectors or let the Custom Connections Agent configure any tool with an API. GTMship handles OAuth, API keys, and docs-driven setup so the workflow can use the systems you already rely on.

Connect Google once and Gmail, Sheets, Docs, and Drive are all available through shared OAuth — useful for GTM systems, internal tools, and personal workflows alike.

HubSpot

oauth2 crm

Connect

Salesforce

oauth2 crm

Connect

Slack

oauth2 messaging

Connect

Gmail

oauth2 email

Connect

Stripe

api key payments

Connect

SendGrid

api key email

Connect

Describe any workflow

Open Workflow Studio and tell the Workflow Builder Agent what you want to automate. It checks the integrations, reads their docs, and drafts the workflow with the right branching, inputs, outputs, and execution steps.

Workflow Builder Agent

Watch a Stripe payment, update Notion, send a Telegram message, and keep it local unless I decide this needs to stay on

Workflow Builder Agent

I'll create the workflow, check the integrations you have connected, and map the API steps for Stripe, Notion, and Telegram...

Workflow Builder Agent

I recommend using Staged AI Processing with Write Checkpoints. You can run this locally for personal use now, then deploy later if it needs a permanent runtime.

Checking integrations

Reading API docs

Generating workflow

Describe your next workflow...

Build the workflow

The AI assembles your workflow in TypeScript with authenticated integration calls, typed steps, and explicit branching. You can inspect the code and the flow before deciding whether this stays local or ships to production.

Flow

Code

Preview

Build

import { defineWorkflow, triggers }
  from "@gtmship/sdk";

export default defineWorkflow({
  id: "enrich-lead",
  trigger: triggers.webhook("/enrich"),

  async run(ctx, payload) {
    // Read lead from HubSpot
    const lead = await ctx
      .integration("hubspot")
      .read("/crm/v3/contacts");

    // Enrich with Clearbit
    const company = await ctx
      .integration("clearbit")
      .read("/v2/companies");

    // Score and route
    if (company.employees > 50) {
      await ctx.integration("slack")
        .write("/chat.postMessage",
        { channel: "#hot-leads" });
    }
  }
});

Dry dock inspection

Before any ship leaves port, it gets inspected. GTMship runs your workflow in a sandbox — reads hit live APIs, but writes pause at checkpoints and wait for your signoff. No cargo goes overboard by accident.

Preview Results Passed

Read HubSpot contacts

200 OK

Enrich via Clearbit

200 OK

Write: Update lead score in HubSpot

Awaiting approval

Write: Post to Slack #hot-leads

Approve

Return enrichment summary

Pending

Deploy with a click

If the automation needs to stay on, choose AWS or GCP and launch it with a click. GTMship provisions the runtime, loads your secrets, and deploys into your own cloud account. If it does not need that, keep it local and skip this step entirely.

AWS

GCP

Region US East (N. Virginia)

Launch to AWS (us-east-1)

Lambda enrich-lead

API Gateway xxx.lambda-url.us-east-1.on.aws

Secrets 3 secrets synced

Track the fleet

Once your ships are at sea, watch them from the control room. Stream execution logs in real time, filter by vessel, time range, or signal level. Auto-refresh keeps the radar live while you investigate.

Ship's Log — Execution Last 1h Auto-refresh: on

14:32:01.204 info Webhook received: POST /enrich

14:32:01.412 info Reading HubSpot contact for lead@acme.com

14:32:02.087 info Clearbit enrichment: company_size=520, industry=SaaS

14:32:02.134 warn Write checkpoint: updating lead score to 87

14:32:02.891 info Slack notification sent to #hot-leads

14:32:03.102 info Workflow completed in 1.9s

Custom Connections Agent

Connect any API with the Custom Connections Agent.

Got an API? The Custom Connections Agent reads the docs, configures OAuth or API keys, and handles auth — even for tools we've never seen. No pre-built connector needed.

Browse Integrations

Search integrations...

All CRM Email Messaging Payments Custom

HubSpot Connect

Salesforce Connect

Any API... Add

Configure Auth

Custom Connections Agent any API

Connect my company's internal CRM — here are the API docs

I've read the OpenAPI spec. It uses Bearer token auth with 3 endpoints: contacts, deals, and activities. I'll configure the connection now.

Connection configured and tested. Your custom CRM is ready to use in workflows.

HubSpot Active

Salesforce Active

Gmail Expiring

Stripe Active

Custom CRM Active

Any API...

Two Ways to Captain

Bridge controls or command line. Same ship.

Steer from the visual dashboard or the terminal. Every feature works in both, so you pick the helm that fits.

The Bridge — Visual Dashboard

Flow

Code

Validation

Preview

Build

Deploy

Route hot leads to the sales team on Slack

I'll build a lead routing workflow with scoring logic. Checking your HubSpot, Clearbit, and Slack connections now...

Generated the workflow. It uses Staged AI Processing to score leads and route them based on company size and intent signals.

export default defineWorkflow({
  "route-hot-leads",
  trigger: triggers.webhook(),

  async run(ctx, payload) {
    const lead = await ctx
      .integration("hubspot")
      .read("/contacts");

    const score = await ctx
      .ai.generate({ ... });

    if (score > 80) {
      await ctx.integration("slack")
        .write("/chat.post");
    }
  }
});

The Helm — CLI

Terminal

$ gtmship open

Dashboard: http://localhost:3000

Auth service: http://localhost:4000

$ gtmship connections connect hubspot

Opening OAuth flow...

Connected HubSpot (oauth2)

$ gtmship deploy --provider aws

Building enrich-lead...

Deploying to AWS Lambda...

Live at https://xxx.lambda-url.us-east-1.on.aws

Ship's Equipment

Everything aboard for the voyage

From docking integrations to tracking your fleet at sea, whether the workflow stays local or ships to the cloud.

Workflow Builder Agent

Chat with the Workflow Builder Agent to build automations. It reads your API docs, generates validated code, and helps you iterate from prompt to deploy.

Read Workflow Builder Agent docs

Custom Connections Agent

25+ pre-built connectors, plus the Custom Connections Agent can configure any tool with an API. Point it at the docs, it handles auth. Tokens auto-refresh, credentials stay encrypted.

Read Custom Connections Agent docs

Dry Dock Checkpoints

Every write operation drops anchor and waits for your signal. Preview runs the workflow in a dry dock so you see exactly what sails before it touches live water.

Read write checkpoint docs

Multi-Ocean Deploy

Launch to AWS Lambda or GCP Cloud Run. GTMship rigs the infrastructure, stows your secrets, and sets the course. Your code sails in your cloud account.

Read deployment docs

Local-First Runs

Build, validate, and run workflows entirely on your machine before you ever deploy. Great for personal automation, operator utilities, and early workflows that are still earning a cloud runtime.

Start with local quickstart

Ship's Log — AI Memory

GTMship remembers your provider configurations, API patterns, and business rules across sessions. No re-explaining your stack every time you come back.

Read AI memory docs

Bridge + Helm

Full visual dashboard for building and monitoring. Full CLI for automation and CI pipelines. Captain from the bridge or the helm — same ship.

Read dashboard + CLI docs

Choose Your Vessel

GTMship sits in a different lane than Zapier, Make, and n8n.

Those products are strong automation platforms. GTMship is built for teams and solo operators who want AI to author the workflow, preview risky changes before they write, and choose the runtime that fits the job: keep personal or occasional automations on a local machine, or deploy always-on work into their own cloud account.

	GTMship AI workflow platform	Zapier Task-based SaaS	Make Visual scenario builder	n8n Developer workflow engine
What it is	Plain-English to local or deployed workflow. GTMship builds validated workflow code, configures connections, and lets you keep personal or occasional automations on your machine before, or instead of, shipping the result to your cloud.	Managed app-to-app automation for quick business workflows.	Canvas-based automation builder for multi-step scenarios and branching logic.	Workflow automation and AI agent builder for technical teams.
Ownership	Open source, MIT licensed. You keep control of the code path and runtime footprint.	Managed SaaS product.	Managed SaaS product.	Cloud service plus self-hosted option.
Where it runs	Your machine for local or occasional runs, then your AWS Lambda or GCP Cloud Run account for always-on work. Secrets, logs, and deployment stay with your chosen footprint.	Zapier cloud.	Make cloud.	n8n Cloud or your own self-hosted runtime.
Vendor meter	Deployment-first. GTMship is designed around shipping workflows to your cloud instead of charging by tasks, credits, or executions in a vendor runtime.	Tasks.	Credits.	Executions.
Entry price	Free self-hosted by default, with optional managed hosting from $9/mo. GTMship leads with OSS and only adds a paid path for teams that want us to host or run the workflow for them.	$19.99/mo for 750 tasks, billed annually.	$9/mo for 10,000 credits, billed annually.	EUR20/mo for 2,500 executions, billed annually, or self-host the Community Edition.
AI surface	Workflow Builder Agent, Custom Connections Agent, and AI Memory. AI authors the workflow and remembers project context across sessions.	Zapier Agents.	Make AI Agents.	AI Agent node.
Best fit	GTM teams, operator-builders, and personal automators who need custom APIs, guarded write flows, and runtime ownership.	Teams optimizing for easy app coverage and fast no-code setup.	Ops teams that want richer visual logic without running infrastructure.	Technical teams comfortable operating the workflow runtime.

Own the runtime

GTMship lets you keep personal or occasional automations on your machine, then deploy into your cloud account only when the workflow needs an always-on runtime.

Bring any API aboard

The Custom Connections Agent is built for the long tail of GTM tooling, internal systems, and personal apps, not only the vendors already present in a marketplace.

Preview before you write

Dry-dock previews and write checkpoints give teams and solo builders a safer path for CRM updates, personal automations, and custom routing logic.

Bridge and Helm together

Operate visually in the dashboard or automate from the CLI and CI pipeline without switching to a separate product tier.

Official sources used for competitor research

Zapier pricing Zapier Agents Make pricing Make AI Agents n8n pricing n8n AI Agent docs

Connect any integration, build any workflow,and deploy with a click.

Connect any integration

Describe any workflow

Build the workflow

Dry dock inspection

Deploy with a click

Track the fleet

Workflow Builder Agent

Custom Connections Agent

Dry Dock Checkpoints

Multi-Ocean Deploy

Local-First Runs

Ship's Log — AI Memory

Bridge + Helm

Own the runtime

Bring any API aboard

Preview before you write

Bridge and Helm together

Open Source. MIT Licensed. Built in the Open.

Connect any integration, build any workflow,
and deploy with a click.