The Lab is live. 15 essays from the frontier of AI-native GTM.

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System/Integrations/Integration

Google Docs / Sheets

Documents

A working list of accounts built before anything reaches the CRM still holds information a rep can use. Google Docs and Sheets hold that plan, and Revenue Labs reads what is in them and turns it into structured signal tied to the right company and contact.

From source record to operating state

01 | The tool on its own

Plans, lists, and analysis edited together.

02 | With AI bolted on

Gemini drafts text and summarises files.

03 | A system that learns

Working documents become signal.

The tool alone > AI bolted on > AI-native

What changes when Google Docs / Sheets feeds a system that learns

Three jobs Google Docs / Sheets already does, and what each becomes when its evidence joins live company, contact and deal state.

01 | The tool on its own
02 | With AI bolted on
03 | AI-native
Collaborative documents
Plans, lists, and analysis edited together.
Docs and Sheets let teams write plans, lists, and analysis together. People still agree the source of truth and keep it current.
Gemini drafts text and summarises files.
Document suggestions stay in the document until someone applies them. They do not attach the plan to the right account or deal.
Working documents become signal.
Document, collaborator, and row context are matched to the relevant company and contact.
Sheets tables and formulas
Account lists, formulas, and trackers in a sheet.
Sheets holds account lists, formulas, and operating trackers. An operator still maintains rows, checks formulas, and interprets the output.
Gemini generates formulas and analysis.
Gemini can explain the sheet and suggest work, but the result does not change the following decision or learn from pipeline outcomes.
Lists become live account state.
Target account, plan change, or risk note sits beside CRM and conversation evidence where the system can reason from it.
Version history and comments
Every change has a person and a reason.
Version history and comments show how a plan changed and who changed it. The plan owner still decides which change should govern the deal.
Gemini summarises selected material.
A Gemini summary describes the file, not whether the decision survived contact with the market. The summary does not update the account or deal when the plan changes.
Next plans learn from outcomes.
Wins, losses, and stalls reveal which assumptions survived. The next account decision receives the evidence that proved useful.
Runs on it

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