← 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 free B2B data layer 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.

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.

graph8

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