AI Agents / Layer / Control and Safety 9+ features

AI accountable to your playbook, your reviewers, and your audit.

Every AI action is logged, attributed, auditable, and reversible. Per-decision autonomy lanes (manual, review, auto-execute), reviewer queues for content and sequences, compliance scoring per AE, and time-bounded undo on every auto-executed decision.

g8 graph8 includes Control and Safety Layer One surface on the buyer graph
9+ features
Agents + Settings
Control and Safety Layer
Execution-priced

You only pay for execution credits when Control and Safety Layer actually runs.

Inside this application

Key features shipped in Control and Safety Layer.

Sourced from the platform feature catalog. Each entry is part of the graph8 application layer and accessible through the app, MCP, or CLI where supported.

Feature

Autonomy lanes

Per-decision-type setting: manual approval, review-required, or auto-execute above a confidence threshold.

Feature

Reviewer queues

Route sequences, content, contract drafts, or any AI output through a human reviewer before send.

Feature

Audit log retention

365-day retention by default. Every agent action, content edit, sequence change, access event.

Feature

Time-bounded undo

60-second undo on every auto-executed decision. Sequences pausable mid-send.

Feature

Compliance scoring

Per-AE and per-team compliance score against your playbook and stage requirements.

Feature

Brand compliance check

AI-generated content passes brand-voice and legal-review queues before publish.

Feature

Per-region consent enforcement

EU consent policies, configurable retention windows, per-channel restrictions.

Feature

Decision attribution

Every AI decision attributed to the requesting user, the data sources, and the policy applied.

Feature

Forecast variance audit

When AI forecasts miss, the audit log shows exactly which signals contributed.

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 so teams can choose which actions run automatically, which require review, and which remain manual.

  • Set manual, review-required, or automatic execution by decision type.
  • Attribute each action to the user, data, policy, and agent that produced it.
  • Retain audit logs and preserve a time-bounded undo path.
  • 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. Reviewer queues and autonomy lanes can make a decision manual, review-required, or eligible for automatic execution above a configured confidence threshold.

Are graph8 agent actions auditable and reversible?

Yes. Actions are attributed and logged, and eligible automatic decisions include a time-bounded undo path. Sequences can also be paused during execution.

The Chief of Staff operator agent, a bone-white humanoid robot standing full length with a glowing gradient face screen.
13Chief of StaffHolds the plan. Keeps the other agents in order.
It runs beside the others

One agent is not the product.

Each agent owns one job with a defined boundary, and they run against the same buyer graph so they do not disagree about what an account is.

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

Research

Reads the market before anyone acts.

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

Signals

Listens for intent. Surfaces the trigger.

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

Enrichment

Raw records in, complete records out.

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

Messaging

Writes the words that get replies.

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

Outbound

Moves to the next account. Runs the motion.

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

Scheduling

Holds the calendar. Keeps time.

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

Reporting

Speaks in numbers. Closes the loop.

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

RevOps

Keeps the system honest. Owns the pipeline model.

Every agent shares one shell, one set of proportions and one material. They are told apart by collar and by a single head accessory, never by colour, which is the same discipline a real fleet needs: the differences have to be the ones that matter.

07 / Pricing

You pay for what graph8 executes. Unlimited users on the Team plan.

Execution credits send, call, and run agents. Contact credits reveal and enrich the people you target. Three ways in.

For trying it out Pay as you go
Free to start

A free entry point to the full platform. No credit card.

  • 1,000 contact reveals to start
  • 500 execution actions free
  • Full platform access, no card
  • Then $0.05 per credit
Start Free
For data in your AI tools MCP Unlimited
$25 / user

Unlimited contact data, in the tools you already use.

  • Unlimited contact data, fair use
  • 2,500 execution credits a month
  • Priced per user, not per org
Claude ChatGPT Cursor VS Code
Start Free
Most popular
The full platform Team plan
$99 / mo

Unlimited users and data. Every app, one bill.

  • Campaigns, dialer, AI voice, and AI workflows
  • Meetings routed and booked for you
  • 10,000 execution credits a month
  • Unlimited users, no seat fees
  • 7-day free trial, no credit card
Start Free

Everything in the Team plan

$99 / mo, all included

The $99 Team plan is the full platform: everything below, for the whole org. MCP Unlimited and Pay as you go are lighter entry points with usage and seat limits.

Your GTM, executed

10,000 credits included
  • 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 Clone any rep voice for inbound and outbound calls with live booking.
  • AI inbox Replies triaged, drafted, and answered across every channel.
  • Meeting routing and booking Route leads to the right rep and book the meeting automatically.
  • CRM, pipeline, and quotes Deals, quotes, and every rep's ranked day 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.

Data without limits

Included
  • MCP Unlimited for every user A $25 per user value, included for the whole org on the Team plan.
  • No monthly cap on contact data Reveals, lookups, enrichments, and exports run org-wide, every seat.
  • Buying signals Visitors, intent, hiring, and job-change signals on every account.
  • Waterfall enrichment Third-party providers, pay on match or bring your own keys.
  • Free search and browse Your whole team explores 700M+ contacts and 100M+ companies.

Org-wide by default

Always on
  • Unlimited users, no seat fees Invite everyone. Pricing never scales with headcount.
  • Every feature unlocked No tiers gating voice, enrichment, sequencer, campaigns, or desktop.
  • Built-in CDP and integrations Warehouse, 500+ connectors, two-way CRM sync included.
  • Month-to-month, no contracts Cancel anytime.
  • Fair-use rate limits Limits apply on all plans. They guard against scraping, not real GTM work.

Execution credits send, call, and run agents. Contact credits reveal and enrich the people you target.

Control and Safety Layer

Let agents act inside the rules.

Reviewer queues, autonomy lanes, audit logs, undo, and compliance scoring sit across every agent, so AI work stays logged, reversible, and accountable. Pay for execution, not seats.