← Data / Data · Workbench 71+ features in Data

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.

Q3 EMEA Manufacturing Targets Sheet · 240 rows
+ Enrich column AI formula Push to CRM
Company Contact Title Headcount Intent AI Fit Score
A Acme Manufacturing
Jenna Park VP Sales, APAC 1,200 APAC expansion 94
N Northwind Industrial
Sam Chen Director RevOps 480 Sales tool consolidation 87
L Lattice Robotics
Priya Shah Head of GTM 210 Outbound automation 82
B Boxabl
Marcus Ortiz CRO 320 CRM migration 76
R Rillet
Hannah Lee VP Demand Gen 95 ABM rebuild 71
D Deepgram Audio
Tobi Adesina SDR Manager 180 Sequencer eval 68
240 rows · 6 of 240 shown Sources: graph8 CDP + Bombora intent + Apollo waterfall
Inside this application

Key features shipped in Data Workbench.

Sourced from the platform feature catalog. Every entry is live in production today, included in your plan, and accessible via app, MCP, or CLI.

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 + 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 + Hightouch, and ties directly to the buyer graph underneath.

Clay AirOps Hightouch
Start with Data Workbench

Data Workbench, included free. Pay only for execution.

Spin up graph8 in 3 minutes. Data Workbench runs on the same first-party data layer as the rest of the platform - sequencer, dialer, ABM, AI agents - all free to try.

graph8 Execution Plan

$499 /month

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

Unlimited contact data for every user MCP Unlimited included, a $25/user value. Searching never uses credits.
You only pay for execution

Campaigns, dialer, AI voice, and AI workflows

Meetings routed and booked for you

75,000 execution credits a month

Unlimited users, no seat fees

MCP Unlimited
Claude ChatGPT Cursor VS Code
Unlimited contact data. Fair-use policy applies. 2,500 execution credits/mo included.
$25 /user/mo
Get MCP Unlimited
Pay As You Go Try the full platform free. 1,000 contact reveals and 500 execution actions included, then $0.05/credit.
$0 /month
Start free, no card

Execution credits send, call, and run agents. Contact credits reveal and enrich the people you're targeting.

Start free in 3 minutes. No credit card required.

graph8 Execution Plan What $499 runs for you

Search and browse stay free for your whole team on every plan.

Your GTM, executed 75,000 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's 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, ICPs, messaging, landing pages, and campaign content.

AI agents and workflows

Named agents (SDR, Deal, CSM, CRO) plus automations across the platform.

Data without limits Included

MCP Unlimited for every user

A $25/user value, included for the whole org on the Execution 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 draw execution credits per matched provider, pay only on match. Bring your own vendors too.

Free search and browse

Your whole team explores 700M+ contacts, 100M+ companies, intent, and visitors.

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 the desktop app.

Built-in CDP and integrations

Warehouse, 500+ connectors, two-way CRM sync included.

Month-to-month, no contracts

Cancel anytime. Credits never expire.

Fair-use rate limits

Rate limits apply on all plans. They guard against scraping, not real GTM work.

Credits get cheaper as you commit
$0.05 Pay As You Go -> $0.01 MCP Unlimited -> $0.0067 Execution
graph8

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One platform. $499/month. No data cap, 75,000 credits, unlimited users. Battle-tested and launching campaigns in 3 minutes.

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