Agents / Agents / Workflows 9+ features

Workflows the agents run, with the steps you approve.

Workflows are the automations your agents run. A trigger starts one, steps check conditions and use skills, and actions send the email, add the contact to a list or notify Slack. Routines run an agent's instruction on the days and time you pick. Your team builds and tests the workflows, you decide which steps wait for a person to approve, and every run shows the result of each step.

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g8 graph8 includes Workflows, Skills and Routines Works on the same data as every other part of graph8
9+ features
Workflows, Skills and Routines
How you pay

You pay execution credits for what the agents run, not per seat.

How it works

Trigger, steps, approval, action

Programmable revenue is the graph8 platform plus the APIs, MCP server and SDKs to run it and build on it. Workflows are where you program it inside the app. You set the trigger, the steps and the approvals, and the agents follow them.

Workflow builder Example . started from the Lead Qualification template
Visual mode
  1. 1
    Form submitted Trigger

    Starts the run with the contact from the form

  2. 2
    Company research Skill

    Researches the contact's company

  3. 3
    Lead qualifies? If/Else

    Yes: draft outreach. No: add to a nurture list

  4. 4
    Draft outreach email Skill

    Uses the research from the step before

  5. 5
    Rep approves the email Human Approval

    The run pauses until someone approves or rejects

  6. 6
    Add to sequence Action

    Enrolls the contact once the email is approved

Test before you turn it on

A test run uses sample data and shows the result of each step without running the real actions.

If a step fails

Stop, continue, retry with a delay, or route to a fallback step. You pick the rule for each action.

Features

What you can build

Each feature works in the app. Where supported, your team can also use it through the MCP server or the CLI.

Feature

Triggers

Start a workflow when a form is submitted, a new intent signal or website visitor comes in, a deal changes stage, a webhook fires, or someone runs it by hand.

Feature

Three ways to build

Drag steps onto a visual canvas, write a simple step list, or edit the JSON. Switching modes converts the workflow. Or start from a template such as Lead Qualification or Meeting Preparation.

Feature

Skills

A skill is a reusable AI action with a fixed prompt, set inputs and an output format. Start from a template such as Company Research or Contact Dossier, then attach it to an agent or add it to a workflow as a step. Other actions call an API, run a script or run a whole workflow.

Feature

Actions across graph8

Steps can send an email, add a contact to a list or a sequence, assign the contact to a rep round robin, enrich a contact, create a deal or a quote, send a LinkedIn message, SMS or WhatsApp, and notify Slack.

Feature

Conditions and loops

An If/Else step branches on the data, for example to skip outreach when the lead score is too low. A Loop step repeats the work for each item in a list.

Feature

Human Approval

A Human Approval step pauses the run until someone approves or rejects it. Put one before anything that cannot be undone, such as sending an email or enrolling a contact in a sequence.

Feature

Handoff

A Handoff step passes the work, with its context, to another agent or to a person on your team.

Feature

Error handling and run history

For each action step, you set what happens when it fails: stop, continue, retry with a delay and backoff, or route to a fallback step. Every run shows running, completed, failed or paused, with the result and any error for each step.

Feature

Routines

Pick an agent, write the instruction, choose the days, the time and the timezone, and pick the Work app conversation that receives the result.

07 / Pricing

Free for verified companies. Pay for what the agents run.

Every plan has unlimited users. Credits pay for sending, calling and running the agents. Three plans.

Save 20% billed annually
For verified companies Free
Free forever
No credit card

Inbound, your first campaign and the AI front desk.

  • 5,000 starter credits as you get set up
  • 250 credits a month
  • Unlimited website visitors and form capture
  • AI web chat and AI receptionist
  • Send from your own business mailbox
  • 1 credit per contact reveal
Start Free
To scale outbound Team
$99 / mo
Billed monthly

Unlimited contact data and your own sending infrastructure.

  • 10,000 credits a month
  • Unlimited contact data, fair use
  • Mailboxes, domains and LinkedIn accounts
  • Dialer and outbound calling
  • Outside-provider enrichment
  • Export, API, MCP and CRM push
Start Team
For high volume and agencies Platform
$499 / mo
Billed monthly

Everything in Team, at the lowest credit price.

  • 75,000 credits a month
  • Everything in Team
  • Lowest credit price, $0.0067
  • Agency client workspaces
  • Higher fair-use and export limits
Start Platform

Start free with no credit card, or pick Team or Platform and pay monthly or annually at signup. You can change plans inside graph8 at any time, and your setup and data stay where they are.

Every plan
  • Unlimited users
  • Free search and browse of graph8 data
  • Getting started package: company research, brand kit, first landing page
  • Bring your own AI keys

Talk to us. Qualifying teams get 12 months of unlimited contact data, free. Talk to us

What the plans include

One platform, three plans

Every plan opens the same platform for the whole org. The plans differ in monthly credits, the price of an extra credit, contact data and sending infrastructure.

What the agents run

Paid in credits
  • Campaigns and sending infrastructure Mailboxes, domains, and deliverability run for you, end to end.
  • 5-channel sequencer Email, phone, LinkedIn, SMS, and WhatsApp in automated sequences.
  • Dialer and AI voice agents Reps call from the built-in dialer. AI voice answers inbound calls, makes outbound ones and books the meeting.
  • AI inbox Every inbound email, LinkedIn message and reply sorted, drafted and answered.
  • Meeting routing and booking Route leads to the right rep and book the meeting automatically.
  • CRM, pipeline, and quotes Deals, quotes, and each rep's daily list in My Desk.
  • Studio content engine Brand, newsletters, landing pages, ads, and campaign content.
  • AI agents and workflows Operator and Executor agents for RevOps, deal reviews, and SDR work.

Contact data

Unlimited on Team
  • Unlimited contact data on Team and Platform Reveals are unlimited for every user on Team and Platform, under fair use. On Free, each reveal costs 1 credit.
  • Export, API and MCP bulk Exports, API and MCP bulk pulls, CRM push and webhooks on Team and Platform, under fair use.
  • Buying signals Visitors, intent, hiring, and job-change signals on every account.
  • Waterfall enrichment Outside providers on Team and Platform, pay on match or bring your own keys.
  • Free search and browse Your whole team explores 700M+ contacts and 100M+ companies.

For the whole team

Always on
  • Unlimited users, no seat fees Invite everyone. Pricing never scales with headcount.
  • Sending infrastructure on paid plans Mailboxes, domains and phone lines at cost plus 30%, LinkedIn accounts at $10 a month, paid from your credits.
  • Built-in CDP and integrations Warehouse, 500+ connectors, two-way CRM sync included.
  • Monthly or annual Pay monthly and cancel anytime, or pay annually and save 20%.
  • Fair-use rate limits Limits apply on all plans. They guard against scraping, not real GTM work.

Credits pay for sending, calling, AI and enrichment. Monthly credits are used first, then starter credits.

Start free

Build your first workflow from a template

Sign-up takes about ten seconds with Google or Microsoft. Then an agent sets up the account with you. Start from a template, test it with sample data, and turn it on when you are ready. Free to start, no card.