Data / Data / Workbench 9+ features

Spreadsheet-style data workbench. Enrich, transform, route.

Drag any source into a grid. Enrich rows from the CDP, warehouse, or 150+ external APIs. Build columns with AI formulas. Export to CRM, sync to ad audiences, trigger sequences. Replaces Clay for the heavy data work.

g8 graph8 includes Data Workbench One surface on the buyer graph
9+ features
Data Workbench
Execution-priced

You only pay for execution credits when Data Workbench actually runs.

Q3 EMEA Manufacturing Targets Sheet, 240 rows
Enrich column AI formula Push to CRM
Company Contact Title Headcount Intent AI Fit Score
N Northwind Robotics
Mara Voss VP Sales, APAC 1,200 APAC expansion 94
N Northwind Industrial
Sam Chen Director RevOps 480 Sales tool consolidation 87
C Cobalt Labs
Priya Anand Head of GTM 210 Outbound automation 82
V Vantage Freight
Marcus Ortiz CRO 320 CRM migration 76
O Orbit Payments
Hannah Lee VP Demand Gen 95 ABM rebuild 71
H Halcyon Systems
Tobi Adesina SDR Manager 180 Sequencer eval 68
240 rows, 6 of 240 shown Sources: graph8 CDP, graph8 intent, Apollo waterfall
Inside this application

Key features shipped in Data Workbench.

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

Spreadsheet-style editor

Familiar grid UX with column types, formulas, filters, sorting, and inline editing.

Feature

Multi-source rows

Pull rows from graph8 CDP, your warehouse, CRM, CSV upload, or any API endpoint.

Feature

AI formula columns

Generate columns with prompts: score this lead, draft an opener, classify the industry.

Feature

Enrichment waterfall

Cascade through 150+ data providers per row. Pay only on match. Bring your own keys.

Feature

Transforms and cleanup

Dedup, normalize, split, merge, conditional logic. PII stripping. Email and phone validation inline.

Feature

Saved views

Per-user column layouts and filter sets. Share with the team. Pin to your dashboard.

Feature

Export and sync

Push to CRM, ad audiences, sequences, BI tools, warehouse, S3, webhook. Real-time or scheduled.

Feature

Triggers from rows

When a row matches criteria, fire a sequence, route to an AE, create a task, or call a workflow.

Feature

Audit and versioning

Every change attributed and reversible. Branch and merge between workbench sheets.

Replaces or syncs with

Replaces Clay, AirOps, and Hightouch, and ties directly to the buyer graph underneath.

Clay AirOps Hightouch
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.

Data Workbench, included free

Build, enrich, and route lists in one grid.

Spreadsheet editing, multi-source rows, AI formulas, enrichment waterfalls, cleanup, saved views, export, row triggers, and audit history run inside graph8.