RevOps
One buyer graph, not another node. Own the truth layer, stage logic, field map, and operating cadence.
For Ops: RevOps, Finance, Marketing Ops
One System. One Source of Truth.
graph8 collapses CRM, enrichment, engagement, billing, and signals into one buyer graph. Your stack syncs both ways, quote to cash is one auditable flow, every action is logged to revenue memory, and reports build themselves. No new node in the hairball. No per-seat data tax.
One buyer graph Truth reconciles
CRM
two-way sync
Billing
$67,499 gaps
Memory
reversible
Reports
13 sub-reports
Signal lands Agent acts Logged to memory You approve Truth reconciles Report builds itself
The hairball, named
You did not sign up to be the integration layer.
Ops inherited the hairball: a dozen tools, half-trusted data, a forecast you defend, and a close that runs for weeks. graph8 does not add another node. It is the buyer graph the hairball syncs to, the same truth that RevOps, Finance, and Marketing Ops all read from.
Finance
Quote to cash, reconciled. CRM rows, signed quotes, subscriptions, invoices, and commissions stay auditable.
Marketing Ops
Field map and reporting you own. Build trusted reports from the same buyer graph every team reads.
Not another node
Your stack syncs in. The truth lives here.
graph8 ships native CRM and native data on the same graph: 700M contacts, 100M companies, and 30B intent signals built in. Your edges, Salesforce, HubSpot, warehouses, dialers, CS, and finance, sync both ways. graph8 is the center the rest of the stack reconciles to.
Native CRM
Pipelines, deals, and Customers on the graph, not a connector view
700M / 100M
contacts and companies built in, no data vendor to bolt on
30B
intent signals on the same record as every CRM row
Every integration syncs both ways Graph center
CRMs
SalesforceHubSpotPipedrive
Warehouses
SnowflakeBigQueryRedshiftPostgreSQL
Dialers and engagement
GongSalesloftOutreach
Customer success
IntercomZendeskGainsightPlanhat
Finance and billing
StripeRecurlyChargebeeQuickBooks
Ads and analytics
Google AdsMetaPower BIAmplitude
Data and files
Google DriveKafkaSQSSheets
Generic
HTTP APIWebhooks
g8
Buyer graph truth
Native CRM, native data, and every event on one record.
The stack can stay familiar. The truth stops drifting. graph8 becomes the center the rest of the stack reads from and writes back to.
Revenue truth: reconcile
Reconcile what your CRM says against what Stripe billed.
Because CRM rows and billing records live on the same buyer graph, graph8 surfaces exactly where they disagree: subscriptions billing with no deal behind them, closed-won deals that were never invoiced, plan mismatches, and lapsed renewals, each with the dollars at risk attached. Pair it with pipeline-probability auditing so the forecast is something Finance and RevOps both trust.
- ✓ Orphaned subscriptions surfaced from Stripe
- ✓ Unbilled closed-won rows from the CRM
- ✓ Plan and renewal mismatches, with dollars at risk
- ✓ Pipeline probability audited against real outcomes
CRM and Stripe reconciliation Example
4 reconciliation gaps
across CRM and Stripe (sample)
meridian co
billing in Stripe, no CRM deal
northwind
closed won, never invoiced
cobalt labs
CRM says Pro, Stripe says Team
atlas group
renewal date passed, no charge
Every gap traces to a logged action you can reverse.
Q-2026-0042 · meridian co Signed
Auditable timeline
✓ Sent May 21, 9:14 AM
✓ Viewed x3 May 21, 11:42 AM
✓ Signed May 21, 4:08 PM
+
Billing provisions on signature
subscription or invoice · payment link
$ Commission logged on won, against the rep.
Reconciliation Agent flags signed quotes with no active subscription.
Quote to cash: one auditable flow
Close the seam where revenue leaks.
A quote ages through Sent, Viewed, and Signed timestamps, and the moment it is signed graph8 provisions the billing, a subscription or invoice plus a payment link. Commission lands on won. The Reconciliation Agent walks the bookings ledger and flags any signed quote without an active subscription, so billing leakage is caught before month-end instead of after.
- ✓ Sent, Viewed, Signed timestamps on every quote
- ✓ Billing provisions automatically on signature
- ✓ Commission logged on won, against the rep
- ✓ Reconciliation Agent flags billing-provisioning gaps
Month-end close target, illustrative
example, not a result 2 days
Integrations · Fields no ticket
ContactLeadCompanyDeal
HubSpotSalesforceZohoSugarCRMStripe
Lifecycle stage
from HubSpot
Account owner
from Salesforce
MRR
from Stripe
Industry
from graph8
10 configurable pipeline stages, all yours to set.
Ship without a ticket
You own the field map. Engineering owns the roadmap.
The Integrations Fields tab gives RevOps and Marketing Ops per-object mapping for Contact, Lead, Company, and Deal across HubSpot, Salesforce, Zoho, SugarCRM, and Stripe. Set Auto-Fill or Overwrite on each row, configure up to ten pipeline stages, and change the data model yourself, no engineering ticket, no migration window.
- ✓ Per-object map for Contact, Lead, Company, Deal
- ✓ HubSpot, Salesforce, Zoho, SugarCRM, Stripe
- ✓ Auto-Fill or Overwrite, set per field
- ✓ 10 configurable pipeline stages
Governance: revenue memory
Autonomous, but governed. Every action logged and reversible.
Every agent and human action is logged to revenue memory: who or what changed a record, when, and why, all auditable and reversible. You choose when agents act on their own and when they ask first. Named agents like the Data Quality Agent and Attribution Agent run inside those guardrails, and anything that runs custom code passes through an approval queue before it touches your data. This is the spine that turns automation into governed automation.
- ✓ Every agent and human action logged to memory
- ✓ Auditable and reversible, down to the record
- ✓ Human-in-the-loop: agents act or ask, you decide
- ✓ Custom JS approval queue gates every script
Revenue memory auditable
A undo
Data Quality Agent
merged 2 duplicate companies
A undo
Attribution Agent
tagged northwind as paid-search sourced
Jordan Lee
changed deal stage to Negotiation
A undo
Data Quality Agent
flagged 14 contacts missing email
Custom JS approval queue controlled
Pending Approved Rejected Revoked
/reports 13 sub-reports
Pipeline
$1.84M open (sample)
Conversions
4.2% reply rate (sample)
Attribution
paid search leads (sample)
Forecast
$612K weighted (sample)
Activity
1,240 touches (sample)
Revenue
$420K closed (sample)
A
Attribution Agent · Monday digest
in your inbox before the standup
Reporting: builds itself
Stop being the human query engine.
/reports ships 13 sub-reports plus conversions, live on the buyer graph, so the dashboard is already built when someone asks for it. The Attribution Agent sends a Monday digest before the standup. graph8 gives you a unified, joinable signal stream, every touch, visit, and conversion on one record, ready to query and join. It is not a black-box multi-touch attribution model. You build the view you trust on clean, connected data.
- ✓ 13 sub-reports plus conversions, on the graph
- ✓ Attribution Agent Monday digest, automatic
- ✓ A unified, joinable signal stream to query
- ✓ No more rebuilding the same dashboard by hand
Usage-based pricing
Usage-based. Unlimited users.
Data, intent, and visitors included. You pay for what graph8 executes, not for who logs in. Adding analysts, finance, and ops admins never raises the bill.
✓ Unlimited users✓ Data included✓ Intent included✓ Visitors included
Roles in the Ops bucket
RevOps, Finance, and Marketing Ops work from the same buyer graph.
The Ops roles graph8 was built around: RevOps that owns the data, Finance that owns the number, and Marketing Ops that owns the field map and the reporting. Each one lives on the same buyer graph.
RevOps
One buyer graph, not another node. Own the truth layer, stage logic, field map, and operating cadence.
Finance
Quote to cash, reconciled. CRM rows, signed quotes, subscriptions, invoices, and commissions stay auditable.
Marketing Ops
Field map and reporting you own. Build trusted reports from the same buyer graph every team reads.
Built by operators
From the team behind one of the largest B2B outbound operations.
graph8 comes out of CIENCE: a decade of running real B2B outbound at scale. The reconciliation, quote-to-cash, governance, and reporting playbooks are shaped by operators who lived the hairball, not by a brand-new guess at what Ops needs.
One buyer graphReconciled truthQuote to cash, auditableReports that build themselves
FAQ
Ops questions, answered.
Does graph8 replace my CRM or sit on top of it? +
Either way. graph8 has a native CRM with Pipelines, deals, and a Customers record, so many teams run it as the system of record. Others keep Salesforce or HubSpot and sync both ways. The buyer graph is the truth the rest of your stack reconciles to, not a new node bolted onto the hairball.
How does the CRM and Stripe reconciliation work? +
graph8 holds your CRM rows and your billing records on the same buyer graph, so it can surface where they disagree: subscriptions billing with no deal behind them, closed-won deals that were never invoiced, plan mismatches, and lapsed renewals, each with the dollars at risk attached.
How does quote to cash stay auditable? +
A quote ages through Sent, Viewed, and Signed timestamps. The moment it is signed, graph8 provisions the billing, a subscription or invoice plus a payment link, and commission lands on won. The Reconciliation Agent walks the bookings ledger and flags any signed quote with no active subscription, so leakage is caught before month-end.
Can my team remap fields without filing an engineering ticket? +
Yes. The Integrations Fields tab gives you per-object mapping for Contact, Lead, Company, and Deal across HubSpot, Salesforce, Zoho, SugarCRM, and Stripe. You set Auto-Fill or Overwrite per row and configure up to ten pipeline stages. You own the field map; engineering owns the roadmap.
Is every agent action auditable and reversible? +
Every agent and human action is logged to revenue memory, so you can see who or what changed a record, when, and why, and reverse it. You choose when agents act on their own and when they ask first. Anything that runs custom code goes through an approval queue with Pending, Approved, Rejected, and Revoked states.
How is reporting framed? +
graph8 gives you a unified, joinable signal stream: every touch, visit, and conversion on one buyer graph, live across /reports and its 13 sub-reports plus conversions. It is not a black-box multi-touch attribution model. You and the Attribution Agent build the view you trust on top of clean, connected data.
How is pricing structured for an Ops team? +
Usage-based with unlimited users. Data, intent, and visitor identification are included. You pay for what graph8 executes, not for who logs in, so adding analysts, finance, or ops admins never raises the bill.
07 / Pricing
You pay for what graph8 executes. Never for seats.
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
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
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
Everything in the Team plan
$99 / mo, all includedThe $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 AI-prioritized actions in the AE Cockpit.
- Studio content engine Brand, newsletters, landing pages, ads, and campaign content.
- AI agents and workflows Operator and Executor agents for RevOps, deals desk, and SDRs.
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.
Ops on graph8
Ready to stop fighting the hairball?
graph8 collapses your CRM, enrichment, engagement, billing, and signals into one buyer graph for RevOps, Finance, and Marketing Ops. The stack syncs both ways, quote to cash is auditable, every action is logged to revenue memory, and reports build themselves. Usage-based, unlimited users. Live in minutes.