For global revenue organizations

The governed autonomous revenue system for the enterprise.

graph8 runs prospecting, voice, multichannel, landing pages, ads, and revenue operations on one buyer graph with revenue memory, under your governance. One platform. Unlimited users. SSO, audit logs, and regional data residency built in. Free B2B data, intent, and visitor identity come with it.

SOC 2 attested SSO (SAML) shipped, SCIM in pilot Regional residency available
Today in your revenue org Governance log
Illustrative
2,847 Approvals today
0 Policy breaches
Operational Status
Illustrative, no real customer names. Your terms apply.
  • SDR Agent 11:42

    Outbound sequence approved by RevOps

    Routed to reviewer queue. Sign off by Director of RevOps.
  • Studio 11:18

    Pricing matrix update flagged for review

    Diff against previous approved version. Awaiting finance approval.
  • Voice 10:54

    Consent policy enforced (EU contact)

    Configurable consent applied. Retention set to the contracted window.
Every action carries an actor, a timestamp, and a policy reference.

Used by CROs, CIOs, and revenue operations leaders

Trusted by revenue organizations operating across regions, regulations, and lines of business.

Western Union
ByteDance
Western Union
ByteDance
One governed system

One governed system. Every surface inherits the same controls.

Prospecting, voice, multichannel, landing pages, ads, and revenue operations run on one platform. Identity, audit, residency, and autonomy lanes are set once and apply everywhere, so a control you turn on for one surface holds for all of them.

SSO and RBAC

SAML 2.0 and OIDC verified for Okta, Azure AD, Google Workspace, and OneLogin. Role based access maps to your identity provider groups. SCIM 2.0 provisioning in pilot.

Audit logs

Every agent action and human action carries an actor, a timestamp, and a policy reference. Retained for the contracted period. Exportable to your SIEM via API.

Regional data residency

US is the primary region. EU, APAC, and self-hosted residency are available. Region selection is a deployment parameter, not a procurement workaround.

Human in the loop autonomy lanes

Decide what agents do autonomously and what waits for a named approver. Set the lane per surface, per region, per business unit. Tighten or loosen it any time.

Per org isolation

Per organization data isolation enforced at the database layer. Customer data is never used to train shared models. SOC 2 attested.

One platform. Unlimited users.

Seat counts do not gate your rollout. Add every region, every business unit, and every reviewer without renegotiating per seat.

Talk to sales
Revenue memory

Revenue memory. The spine your security and compliance teams trust.

Every agent action and every human action lands in one shared, durable record. That record is what makes autonomy safe at enterprise scale. Logged, auditable, reversible.

Logged

Every agent action, content edit, sequence change, call, message, list change, and access event is written to one shared timeline. Nothing happens off the record.

Auditable

Your compliance team queries the record without engineering involvement. Each entry carries the actor, the timestamp, the policy that applied, and the reviewer who signed off.

Reversible

Content is versioned. Approvals are gated. Recordings can be redacted on request and right to erasure runs across every communication table. You can roll an action back, not just read about it.

Calls, emails, messages, content edits, sequence changes, and access events all write to the same timeline. Your compliance team answers its own questions without engineering involvement.

One platform. Six governed surfaces.

One platform. Six governed surfaces.

Consolidate the work that lives across Salesforce, ZoomInfo, Outreach, Gong, Marketo, and your landing page builder. Every surface inherits the same identity, audit trail, and content approval rules.

Everythinggraph8
Automates for You

From calls to campaigns, graph8 unifies every GTM workflow into a single AI-powered system.

Qualify

Never miss a lead.

Voice AI answers, qualifies, and books meetings automatically from every inbound call.

10 second sample

Live Transcript

Hi there! Thanks for calling graph8. I'm Sarah, your AI assistant. How can I help you today? I can schedule meetings, answer questions, or transfer you to our sales team.
GatekeeperSchedulingQualification

Natural conversation flow with intelligent routing and real-time sentiment analysis

Identity

Role based access mapped to your IdP. Every record change carries an actor and a timestamp.

Approval

Generated emails, pages, ads, and Studio docs queue for review before any external surface sees them.

Region

Channels and recording policies enabled, disabled, or rate limited per region and per business unit.

Trust posture

Trust posture, on the record.

Every enterprise buyer asks three questions before procurement signs. Here are the answers, with the attestations to back them up.

SOC 2Security

SOC 2 attested. Annual audits. Penetration testing on quarterly cadence. Security reports available under NDA.

GDPRPrivacy

GDPR-ready. Data Processing Addendum available on request. Standard contractual clauses in place for cross-border transfers.

Per-org schemaIsolation

Each customer organization runs in its own PostgreSQL schema. No shared tables. No cross-tenant data paths. Verified by architecture.

Full Trust Center available on request from your account executive.

Compliance posture

Certifications and attestations.

What is active today, what is on the roadmap, and what is available on request. Updated as new attestations land.

  • SOC 2ActiveAttested. Reports available under NDA.
  • GDPRActiveDPA available on request. Standard contractual clauses in place.
  • CCPAActiveData subject request workflow supported.
  • ISO 27001On roadmapAudit on the engineering roadmap.
  • HIPAAAvailable on requestBusiness Associate Agreement under review.
  • Data Processing AddendumAvailable on requestStandard DPA on file. Custom redlines reviewed by legal.
  • Sub-processor listAvailable on requestAvailable on request. Material changes notified in advance.
  • Self-hosted deploymentAvailable on requestSingle-tenant in your VPC or on-prem. Engineering engagement.
  • PCI DSSNot in scopegraph8 does not process payment card data directly.
  • FedRAMPNot in scopeNot in scope at this time.

Need an attestation not listed here? Talk to sales.

Regional residency

Where your data lives.

Regional residency is a procurement requirement, so graph8 runs a multi region architecture. Pick where your data lives. Region selection is a deployment parameter, not a workaround.

RegionUnited States
Primary

Primary region today. All customer data resides in US-based infrastructure unless contracted otherwise.

CodeUS
RegionEuropean Union
Available

EU residency available. Schema-level isolation keeps your data in-region, with contractual data-residency commitments.

CodeEU
RegionAsia Pacific
Available

APAC residency available. Region selection is a deployment parameter, not a workaround. Talk to sales to provision your region.

CodeAPAC
RegionSelf-hosted
Available

Run the full graph8 stack inside your VPC or on-prem environment, with isolated open-source-trained LLMs that never make outbound calls. Talk to sales to scope your deployment.

CodeIn your data center

Enterprise plans can request a written residency commitment as part of the procurement materials.

Self-hosted

Run graph8 in your own data center.

For regulated industries and sovereign data requirements, deploy the full graph8 platform inside your perimeter, with isolated open source trained LLMs that never make outbound calls.

Deployed inside your VPC

Full graph8 stack runs in your AWS, Azure, GCP, or on prem environment. Single tenant by definition. Your data never traverses the public internet.

Isolated open source LLMs

Bring your own model weights or use graph8 provided open source trained models (Llama, Mistral, Qwen family). Inference runs inside your perimeter. Zero outbound calls to third party model providers.

Same product, your boundary

Identical to the cloud product. CRM, prospecting, voice, multichannel, Studio, agents. Deployed and updated by your team or co managed with graph8 solutions engineers.

Deployed via an engineering engagement. Available for organizations with dedicated infrastructure teams. Talk to sales for sizing, hardware requirements, and timeline.

Six agents. Six governance lines.

From demand generation to pipeline conversion, under your governance.

Six agents cover the work. Each agent operates inside the approval, retention, and access rules your revenue organization defines. Nothing leaves graph8 without passing your policy.

CRO Copilot Capability plus governance
Governed
Capability

Forecasts pipeline, flags at risk deals, and produces the operating cadence for your CRO.

Governance

Forecasts and recommendations surface to the CRO. Downstream actions wait for human approval where policy requires.

SDR Agent Capability plus governance
Governed
Capability

Drafts replies in your team's voice guidelines, governed by your content review queue.

Governance

Sequence content runs through your content approval queue before any contact receives a message. Per region channel restrictions are honored.

CSM Agent Capability plus governance
Governed
Capability

Monitors usage, flags churn risk, drafts renewals and quarterly business reviews.

Governance

Customer facing drafts can be routed to the named account owner for review before send.

Deal Agent Capability plus governance
Governed
Capability

Drafts proposals, manages objections, follows up on contracts, surfaces deal patterns.

Governance

Contract drafts and pricing surfaces are gated behind procurement defined approvers.

SEO / AEO Agent Capability plus governance
Governed
Capability

Researches keywords, generates landing pages, optimizes for AI answer engines, tracks rankings.

Governance

Generated pages pass brand compliance and legal review queues before publish.

Content Agent Capability plus governance
Governed
Capability

Generates emails, posts, landing copy, and ad creative grounded in your brand context.

Governance

All output is versioned, attributed to the requesting user, and routable to a reviewer queue before any external channel sees it.

Approval queues, reviewer routing, and policy enforcement are configurable per region and per business unit.

Built-in governance

Three governance moments. Built in.

Enterprise revenue organizations need policy enforcement at three points: when agents produce output, when content reaches external channels, and when anyone touches the audit trail. graph8 handles all three.

01

Agent output approval

Before an agent sends, publishes, or commits a change, the action can be routed to a reviewer queue. Routing rules are configurable by content type, by region, and by business unit. Approvers can sign off, redline, or reject with a comment that returns to the agent for revision.

Governance moment 01
02

Content review queue

Generated emails, landing pages, ads, and Studio documents queue for review before external publish. Reviewers see the version history, the brand context the agent used, and the changes against the previous approved version.

Governance moment 02
03

Action audit trail

Every action - agent or human - produces an audit record with actor, timestamp, target, and policy that applied. Audit logs are queryable, exportable, and retained for the contracted period.

Governance moment 03
Data plus identity

Two integration surfaces. Data and identity.

Enterprise IT teams have two questions: where does the data flow, and who controls the identity. graph8 answers both, with both way sync into the systems you already run.

Data integrations

Native connectors and APIs across the enterprise data stack.

  • Salesforce
    Bi-directional sync for contacts, accounts, opportunities, custom objects
  • HubSpot
    Full record sync and migration path
  • Snowflake and BigQuery
    Reverse ETL for enriched contacts and pipeline events
  • WorkdayComing soon
    HR-system feed for territory and quota management
  • Outreach and Salesloft
    Sequence migration with parallel-run support
  • Gong and Chorus
    Call data ingestion for coaching and forecasting
  • Webhooks and APIs
    For everything not on the connector list

Identity integrations

Bring your own identity provider. graph8 maps to your authentication, your roles, and your offboarding.

  • SAML 2.0
    Supported via Okta, Azure AD, Google Workspace, OneLogin, and others
  • OIDC
    Supported
  • SCIM 2.0Available in pilot
    User and group provisioning (available on Enterprise tier)
  • Role-based access control
    Mapped to IdP groups
  • Just-in-time provisioning
    Supported
  • Offboarding hooks
    User deletion propagates to graph8 within minutes

SSO and SCIM are included with enterprise plans. Identity is part of the contract, not an upsell.

Procurement-ready

One contract, one bill, unlimited users.

Enterprise contracts move faster when the vendor is ready before procurement asks, and when the renewal stack collapses from a dozen line items into one. graph8 maintains the materials your legal and IT teams need.

Master Service Agreement

Standard MSA on file. Custom redlines reviewed by graph8 legal within agreed turnaround. Order forms reference the MSA cleanly.

Procurement-ready

Annual invoicing

Annual, multi-year, and committed-use pricing available. Net 30 standard. Net 45 or 60 by agreement. Procurement-friendly invoicing formats supported.

Procurement-ready

Custom redlines

Redlines on data processing, indemnification, audit rights, regional residency, and termination are reviewed and negotiated. Most enterprise contracts close within typical procurement cycles.

Procurement-ready

Vendor onboarding portals

Security questionnaires responded to within agreed SLAs. OneTrust, Whistic, and SecurityScorecard supported. Vendor profile maintained current.

Procurement-ready

Request the full procurement pack, meaning MSA template, DPA template, SIG questionnaire, sub processor list, and security overview, from your account executive.

Trust Center

Request the SOC 2 report, DPA, and security whitepaper.

Your security and legal teams can review the evidence before the first call. We send the SOC 2 attestation, the standard DPA, the sub processor list, and the security whitepaper under NDA, scoped to your evaluation.

Documents are shared by your account executive under NDA. We do not post the report behind a public link.

In the pack
SOC 2 Type II attestation Shared under NDA
Data Processing Addendum Standard, redlines reviewed
Security whitepaper Architecture and controls
Sub processor list Change notifications included
Proof you can forward

Evidence your buying committee can circulate.

References, a named capability outcome, and a heritage of running real outbound at scale. Everything here is something a procurement lead can paste into an internal evaluation thread.

Reference customers

Revenue organizations across regions, regulations, and lines of business run on graph8. Live customer references are available under NDA once an evaluation is active.

Western UnionByteDance
Capability outcome Illustrative

One governed timeline replaced the screenshot trails a compliance team used to assemble by hand before every audit.

When every agent action and human action lands in one auditable record, the audit question stops being a fire drill. Your compliance team queries the record directly, without engineering involvement. This describes the capability, not a measured result from any one customer.

One Shared timeline
Self-serve Audit queries
Every Action logged

Live references and customer introductions are arranged through your account executive once an evaluation is active.

One platform. Many tools replaced.

The stack you consolidate.

Eight categories. One platform. CRM, sequencer, dialer, data, ABM, visitor ID, content, and meetings. One bill. One context layer. Every agent sees what every other agent did.

01 graph8 is your

CRM

Pipeline, accounts, deals, contacts, quotes. Native, not bolted on.

Replaces or syncs with
HubSpot Salesforce Pipedrive
02 graph8 is your

Sequencer

Email, LinkedIn, SMS, and WhatsApp in one multi-channel engine.

Replaces or syncs with
Outreach Salesloft Smartlead
03 graph8 is your

Dialer

Parallel dialing, AI voice agents, live booking from calls.

Replaces or syncs with
Orum Aircall Nooks
04 graph8 is your

B2B data

700M+ verified contacts, 100M+ companies, enrichment. Free in graph8.

Replaces or syncs with
Apollo ZoomInfo Clay
05 graph8 is your

ABM & intent

Account targeting, buying committees, intent scoring. Free in graph8.

Replaces or syncs with
6sense Bombora
06 graph8 is your

Visitor ID

Anonymous website visitors mapped to company and person. Free in graph8.

Replaces or syncs with
Warmly RB2B Clearbit
07 graph8 is your

Content & SEO

Articles, landing pages, ad copy, and SEO research - on brand, on demand.

Replaces or syncs with
Jasper Ahrefs Surfer
08 graph8 is your

Meetings & routing

AI scheduling, lead routing, calendar across the team.

Replaces or syncs with
Calendly Cal SavvyCal
The business case

Consolidate the stack. Remove the per-seat tax.

Two line items move the enterprise business case: the cluster of point tools you retire, and the per-seat pricing that punishes you for rolling graph8 out to everyone who should use it. The figures below are illustrative, framed to show the shape of the saving, not a measured result.

Stack consolidation
Illustrative

CRM, sequencer, dialer, B2B data, ABM, visitor identity, content, and meetings collapse into one contract and one context layer. Eight renewals, eight integrations, and eight admin surfaces become one.

Separate vendor contracts Up to 8 1
Integration seams to maintain Many None
Context shared across surfaces Partial Complete
No per-seat tax
Illustrative

Per-seat pricing forces a choice between coverage and cost, so reviewers and occasional users get left off the license. graph8 contracts on usage and commitment, not headcount, so you provision every region, every business unit, and every reviewer.

Typical per-seat model Cost climbs with every name you add
graph8 enterprise Unlimited users on one commit

Your contract reflects your usage, regions, and governance needs. Total commit is fixed at signature.

A decade of real outbound

Built on a decade of running outbound at scale.

graph8 grew out of CIENCE, a managed outbound business that ran prospecting, dialing, and multichannel for thousands of campaigns. The platform encodes what a decade of real revenue operations taught the team.

Heritage

A decade of outbound

CIENCE ran outbound as a managed service for years before graph8 existed. The data model, the channels, and the agent behaviors are shaped by what actually moved pipeline.

Operating depth

Multichannel from day one

Email, voice, SMS, and social were run together long before that was common. graph8 carries that coordination into one governed system instead of a stack of point tools.

What it means for you

Operator built, not theorized

The governance model exists because running outbound at scale taught the team where things break. The product is built around the controls a real revenue operation actually needs.

Dedicated success

A named team through year one.

Enterprise plans are staffed, not self serve. A named team owns your implementation, your migration, and your ongoing optimization.

Customer Success Manager

A named CSM owns adoption, quarterly business reviews, and the operating cadence across every region and business unit on the contract.

Solutions Architect

Staffed for implementation, integration design, identity configuration, and ongoing optimization. Allocations are confirmed in your order form.

White glove migration

Salesforce, Outreach, and ZoomInfo migrations are scoped as a project with a graph8 Solutions Architect. Contacts, accounts, opportunities, sequences, and custom objects.

White-glove migration

Your migration, in three phases.

Salesforce, Outreach, and ZoomInfo migrations run as a scoped project with a named graph8 Solutions Architect. Scope, migrate, go-live. Your data moves on a plan your team approves, not on a best effort import.

  1. 1
    Phase 1 Scope

    A Solutions Architect maps your Salesforce objects, Outreach sequences, and ZoomInfo records to graph8. Field mapping, custom objects, and edge cases are agreed before anything moves.

    • Source system audit
    • Field and object mapping
    • Migration plan signed off
  2. 2
    Phase 2 Migrate

    Contacts, accounts, opportunities, sequences, and custom objects move on the agreed plan. A dry run validates the mapping against your data before the production cutover.

    • Dry run and validation
    • Production data load
    • Reconciliation against source
  3. 3
    Phase 3 Go-live

    Cutover with your team in the room. SSO, approval workflows, and audit retention are confirmed live. The named CSM and Solutions Architect stay assigned through year one.

    • Supervised cutover
    • Governance confirmed live
    • Year-one team assigned

Timeline and scope are confirmed in your order form. Talk to sales to scope your migration.

Implementation in phases

How it works

Multi phase deployment governed by your security and procurement teams. Pilot first, scale second. Production handover with a named CSM and Solutions Architect.

Discovery and security review

Discovery and security review

Phase 1 (weeks 1 to 4). SOC 2 attestation review, DPA execution, sub processor disclosure, architecture design. Your security team signs off before any data moves.

Pilot and governance setup

Pilot and governance setup

Phase 2 (weeks 4 to 10). Pilot deployment with a single team or region. SSO and approval workflows configured. Audit log retention validated against your requirements.

Production rollout

Production rollout

Phase 3 (weeks 10 to 16). Scale to all regions and teams. Named CSM and Solutions Architect stay assigned through year one. Quarterly business reviews built in.

Enterprise pricing

Custom contracts, built around your organization.

Enterprise contracts reflect your headcount, your usage, your regions, and your governance needs. Annual and multi year terms. Custom invoicing. Terms and total commit are fixed at signature.

graph8 Execution Plan

$499 /month

7-day free trial. No credit card. Cancel anytime.

All B2B data, intent, and visitors, free Search, segment, identify. App, MCP, or CLI. No credits charged for browsing.
You only pay for execution

75,000 execution credits / month included

Sending, dialer, AI voice, AI workflows

Meeting routing and booking

Unlimited users, no seat fees

Pay As You Go Free data, intent, and visitors included. Pay only when execution runs.
$0.05 /credit
Start with 1,000 Free Credits

Start free in 3 minutes. No credit card required.

Free intelligence layer Free in every plan

700M+ contacts and 100M+ companies

Search by title, seniority, industry, and tech stack with real-time filters.

Intent + visitor signals

See which companies research your keywords and visit your site.

Unlimited users

Invite your whole team: sales, marketing, RevOps, founders, agencies. No per-seat fees.

App, MCP server, and CLI

Same free data through the app, the MCP server (Claude, Cursor, ChatGPT), and the CLI.

Usage-based execution Metered

Full GTM platform

Sequencer, dialer, inbox, campaigns, CRM, and AI agents in one system.

AI voice agents

Clone any rep's voice for inbound and outbound calls with live booking.

5-channel sequencer

Email, phone, LinkedIn, SMS, and WhatsApp in automated sequences.

AE cockpit

AI-prioritized deal actions with meeting prep and risk alerts.

Waterfall enrichment

Pay only when a provider returns a match. Bring your own vendors too.

Always-on principles

No seat licenses

Invite everyone. Pricing never scales with headcount.

Every feature unlocked

No tiers gating voice, enrichment, sequencer, or campaigns.

No contracts

Month-to-month, cancel anytime, credits never expire.

Fair-use guardrails

Free data is designed for real GTM execution, not bulk export or scraping.

Before you get started

Frequently Asked Questions

Yes. graph8 supports SAML 2.0 and OIDC, with verified configurations for Okta, Azure AD, Google Workspace, and OneLogin. SSO is included with enterprise contracts. SCIM 2.0 for user provisioning is available in pilot for enterprise customers and is scoped during your security review.

Audit logs are retained for the period specified in your enterprise contract. The default for enterprise plans is twelve months. Longer retention is configurable. Logs are exportable to your SIEM via API.

Customer data resides in US based infrastructure by default, and EU, APAC, and self-hosted residency are available. graph8's per org schema architecture supports multi region deployment, so region selection is a deployment parameter. Talk to sales for regional provisioning and contractual options.

Yes. graph8 ships a self hosted deployment for organizations with dedicated infrastructure teams or sovereign data requirements. The full stack, meaning data plane, application, agents, and isolated open source trained LLMs, runs inside your VPC or on prem environment. No outbound calls to third party model providers. Deployment is an engineering engagement. Talk to sales for hardware sizing, timeline, and co management options.

Self hosted deployments use open source trained models from the Llama, Mistral, and Qwen families. You can bring your own fine tuned weights or use graph8 provided checkpoints. All inference runs inside your perimeter. We do not require any third party model provider connectivity for the self hosted product.

Yes. A standard DPA is available on request. Custom redlines are reviewed by graph8 legal. Standard contractual clauses are in place for cross border data transfers under GDPR.

The sub processor list is available on request through your account executive. Material changes are notified to enterprise customers in advance of the change taking effect.

Role based access control is mapped to your identity provider groups. Per region access scoping is supported for data, content, and reporting surfaces. Custom role definitions beyond the standard set are scoped during your enterprise onboarding.

Enterprise plans include a named Customer Success Manager. Solutions Architect engagement is available based on contract tier and is staffed for implementation, integration design, and ongoing optimization. Specific allocations are confirmed in your order form.

The contractual SLA, including service credits and incident notification windows, is defined in your enterprise agreement. Talk to sales for the specific target attached to your contract.

No. Customer data is not used to train shared models. Models are fine tuned per organization where customers opt in, and that fine tuning is isolated to the customer's own organization. Full policy language is included in your DPA.

graph8 maintains migration tooling for Salesforce (contacts, accounts, opportunities, custom objects), Outreach (sequences and prospect data), and ZoomInfo (contact and account data). Enterprise migrations are scoped as a white glove project with a graph8 Solutions Architect.

Bring the buying committee. We will bring the engineering team.

Enterprise evaluations move faster when the technical questions are answered by the technical owners. graph8 hosts executive briefings with our engineering, security, and product leadership for active enterprise evaluations.

Talk to sales

Start the conversation. An enterprise account executive will scope your requirements and book the next step.

Book a demo

For active evaluations. Bring your CRO, CIO, CISO, and procurement lead. We will host a working session covering architecture, security, governance, and your deployment plan.