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

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Gmail

Conversations

Gmail holds every send, reply and thread a rep has with a buyer across the whole life of a deal, from first outreach to signature. Revenue Labs reads that thread and turns it into activity and signal, tied to the company, contact and deal it belongs to.

Meeting Preparation·7 meetings prepped today
Preparing Meridian Systems…
TriggerCalendar · Meridian Systems - Thu 3:00pm · Proposal stage, critical point
Deploy agentDeploying Meeting Prep agent on the account
Use skillLoading skill · Meeting Preparation · Account Research · Deal Assessment
Reference memoryReading memory · Persona · Sales Process · Discovery & Qualification
ReasoningEconomic buyer named Apr 17, never engaged - deal single-threaded through champion; scope shifted twice in 3 weeks
ActionCompose prep alert → deliver to Slack before the call
Prepared in 6 seconds
Surfaces inWorkspaceviaSlackTeams
Revenue LabsAPP2:00 PM LIVE
MEETING PREP: Meridian Systems | $180K New Business
Thu 16 Jul, 3:00pm · Google Meet · 45 min · Stage: Proposal · Critical point
CONTACTS
Sarah Whitmore · VP Revenue Operations · [Champion] [Confirmed]
James Calder · Chief Financial Officer · [Economic Buyer] [Not engaged]
MEETING OBJECTIVES
1. Align on the solution and lock proposal scope
Sarah is bought into the solution, but scope has shifted twice in three weeks. The proposal needs a rewrite.
Priority: Critical  |  Confidence: ●●●●
2. Get the economic buyer engaged before the proposal lands
Deal is single-threaded through Sarah. Budget sign-off sits with the CFO. Open the thread now or risk a stall at approval.
Priority: Critical  |  Confidence: ●●●
Join MeetingBuild ProposalBrief Attendees
The tool alone > AI bolted on > AI-native

What changes when Gmail feeds a system that learns

Three jobs Gmail 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
Email threads and replies
Threaded buyer correspondence.
Gmail keeps sends, replies, attachments, and thread history in one mailbox. A rep still has to find the relevant thread and decide what belongs in the deal record.
Gemini summarises the thread.
Gemini can summarise a Gmail thread and suggest a reply. The answer is based on the mailbox context, so an unlogged call or product signal remains outside it.
Thread becomes deal evidence.
Read with calls and stage history, a Gmail thread becomes evidence on the relevant company, contact, and deal.
Search, labels, and attachments
Inbox search with useful labels.
Search, labels, and filters help a rep organise buyer email and find a past commitment. The person still chooses the query and interprets what the result changes.
Gemini finds related information.
Gemini can find information in earlier emails and connected Drive files. Its answer stays in Gmail for the person asking, rather than becoming shared state for every revenue capability.
One search joins the account history.
Buyer replies can sit beside the call transcript, calendar event, and stage change, giving every capability the same view of the relationship.
Drafts and follow-up replies
Controlled follow-up from the inbox.
Gmail provides drafts, reply actions, and thread context for follow-up. The rep still supplies the judgement, checks the wording, and sends the message.
Gemini drafts the reply.
Help me write produces a draft from the prompt and available thread context. It remains an unsent piece of Gmail content, with no learning from whether the reply changes the deal.
Outcomes teach the next message.
Replies, meetings, and closed outcomes are compared with the state that prompted the follow-up. What worked informs the next decision, not only the next draft.
SEE IT RUNNING
Runs on it

Capabilities that act on connected evidence

Sales

Meeting Preparation

Active
Brief built for tomorrow's Acme renewal call
Pulled live deal state 1 hour before the meeting
Flagged two deals with no next step
Both stalled 14+ days since last activity
New stakeholder added to the buying group
CFO joined, added to the account brief
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Objection playbook matched to the call
Pricing pushback: three proven responses surfaced
2 briefs ready for your review before 9am
SEE HOW IT WORKS

Prospecting

Meeting Follow-up

Active
The deal state updates after the meeting
The AE receives priorities, next steps, issues to address and coaching recommendations.
Relevant fields are proposed from evidence
Sales process and qualification logic identify what moved for the rep to approve.
Follow-up comes from commitments
The draft uses the meeting's actual commitments and next steps for review and sending.
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Risks reach the right judgement
Routing and escalation logic surfaces risks that require a manager's judgement.
Traceable follow-up cuts post-call reconstruction and manual chasing while deals move forward.
SEE HOW IT WORKS

Marketing

Content Distribution

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SEE HOW IT WORKS

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