AI Agents / Layer / Control and Safety 9+ features

Decide what the agents do alone, and what waits for you.

For each decision type, choose Autopilot, Approve or Off. Anything on Approve goes to a reviewer queue until a person signs it off. Every AI action is logged with who asked for it, the data it used and the rule it followed, and decisions made on Autopilot can be undone.

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g8 graph8 includes Control and Safety Layer Works on the same data as every other part of graph8
9+ features
Agents + Settings
Control and Safety Layer
How you pay

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

Features

What Control and Safety Layer includes

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

Feature

Autopilot, Approve or Off

Pick one for each decision type. Autopilot runs it, Approve waits for a person, and Off keeps it manual.

Feature

Reviewer queues

Send sequences, content, contract drafts or any other AI output to a reviewer before it goes out.

Feature

Audit log

Every agent action, content edit, sequence change and access event is logged.

Feature

Undo and pause

Undo a decision the agents made on Autopilot. Pause a sequence while it is sending.

Feature

Compliance scoring

A compliance score for each AE and each team, against your playbook and stage requirements.

Feature

Brand compliance check

AI-written content goes through brand-voice and legal review before it is published.

Feature

Consent rules by region

EU consent policies, retention windows you set, and limits for each channel.

Feature

Decision attribution

Each AI decision records the user who asked for it, the data it used and the rule it followed.

Feature

Deal change audit

The log shows which agent changed a deal stage or field, and when.

AI agent governance

What is AI agent governance?

AI agent governance is the system of policies, approvals, audit trails, and recovery controls that determines what an AI agent may do. graph8 applies those controls to revenue work: for each decision type, the team chooses Autopilot, Approve or Off, so an action runs on its own, waits for a person, or stays manual.

  • Set each decision type to Autopilot, Approve or Off.
  • Attribute each action to the user, data, policy, and agent that produced it.
  • Keep an audit log of every action, and undo decisions made on Autopilot.
  • Apply regional consent and brand-compliance rules before execution.
Frequently asked questions
What does AI agent governance control?

It controls permissions, approval requirements, data access, audit retention, policy checks, and recovery paths for agent actions.

Can graph8 require a human review before an agent acts?

Yes. Set a decision type to Approve and the action waits in a reviewer queue until a person signs it off. Autopilot runs it without review, and Off keeps it manual.

Are graph8 agent actions auditable and reversible?

Yes. Every action is logged with the user, data and rule behind it, and decisions made on Autopilot can be undone. Sequences can also be paused while they are sending.

The Chief of Staff operator agent, a bone-white humanoid robot standing full length with a glowing gradient face screen.
13Chief of StaffPlans the work and assigns it to the other agents.
The other agents

The agents these controls apply to

Each agent has one job. They all work from the same data, and every one of them follows the Autopilot, Approve or Off setting you choose.

The Research operator agent: a bone-white humanoid robot with a glowing gradient face screen.
04

Research

Researches each account and buyer before anyone reaches out.

The Signals operator agent: a bone-white humanoid robot with a glowing gradient face screen.
05

Signals

Watches for intent, site visits, hiring and job changes.

The Enrichment operator agent: a bone-white humanoid robot with a glowing gradient face screen.
06

Enrichment

Fills in missing contact and company data.

The Messaging operator agent: a bone-white humanoid robot with a glowing gradient face screen.
07

Messaging

Writes the emails, messages and call scripts.

The Outbound operator agent: a bone-white humanoid robot with a glowing gradient face screen.
03

Outbound

Runs the outbound campaigns and moves on to the next account.

The Scheduling operator agent: a bone-white humanoid robot with a glowing gradient face screen.
08

Scheduling

Books meetings and handles reschedules.

The Reporting operator agent: a bone-white humanoid robot with a glowing gradient face screen.
09

Reporting

Reports replies, meetings and pipeline.

The RevOps operator agent: a bone-white humanoid robot with a glowing gradient face screen.
01

RevOps

Keeps pipeline stages, fields and the pipeline model correct.

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

Set your rules, then turn the agents on

Sign up free, with no card, and choose Autopilot, Approve or Off for each decision type before the agents run. Verified companies get 5,000 starter credits on the Free plan.