One System. One Source of Truth. 
Ops is the team that makes the number trustworthy and the machine governable.
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.
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.
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.
We replace every other tool
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
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
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
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
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. 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.
Pick your Ops role
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.
Finance
See the burn. Trust the numbers. Close month-end faster, every customer, quote, and COGS line in one tool.
Marketing Operations
Lists that don't break. Attribution that lines up. Campaigns that ship on time.
RevOps
Stop fighting the hairball. One pipeline of truth, billing reconciled, integrations mapped, ship without filing an engineering ticket.
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.
Frequently Asked Questions
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.
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.
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.
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.
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.
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.
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.
graph8 Execution Plan
7-day free trial. No credit card. Cancel anytime.
75,000 execution credits / month included
Sending, dialer, AI voice, AI workflows
Meeting routing and booking
Unlimited users, no seat fees
Start free in 3 minutes. No credit card required.
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.
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.
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.
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.