You: Brief me on the six accounts renewing in December: usage, open issues and who to talk to.
GTM engineering
Build agents across your go-to-market tools.
Connect your CRM, billing, warehouse, and call notes. Build agents that research accounts, sync records, and prepare revenue reports.
December renewal briefs
Data orchestration
Connect data across your sales tools. Your rules, your fields.
An agent joins product usage, billing, and CRM records, and you test it before enabling writes.
revops
Sync yesterday’s product usage from BigQuery to the matching HubSpot company properties.
Synced 1,400 companies. I matched on verified domain, created the missing usage properties, and logged the 9 rows that needed manual review.
Also fold in Stripe MRR and run it every night.
Done. BigQuery usage + Stripe MRR now sync to HubSpot nightly at 1am, with a summary posted to #revops.
Pipeline reporting
Prepare funnel reports from your sources. The same report, on schedule.
Define stages, segments, and calculations, and an agent pulls CRM and billing data into a Slack draft.
revops
How many first-time sales calls did we book this week, by ICP tier?
Cross-checked call recordings against CRM meetings and deduped by contact. Here’s the weekly count, stacked by tier.
Schedule this every Monday at 8am to #gtm.
Scheduled. The first-time-calls-by-tier report will post to #gtm every Monday at 8am.
“Instead of the team asking me first, they ask Adapt, which saves me a lot of Slack madness.”
Steven BellDirector of Revenue, KnoCommerceOutbound automation
Draft outreach with account context. A starting point for owners.
An agent researches each new lead and drafts outreach for your team to review before use.
outbound
Every 15 minutes, check for new demo requests and draft a tailored reply for each.
Watching the inbound queue. For each request I pull firmographics and product usage, then draft a reply in your voice — queued for your review, never auto-sent.
Add a CEO-to-CEO note when the requester is a founder.
Added. Founder-led requests now get a short peer-to-peer draft with a Calendly link, flagged separately in #outbound.
Demo Reply — Acme (draft).pdfCall intelligence
Extract details from call notes. Into the fields you track.
Pick details like objections or next steps, review the summaries, then turn on CRM updates if needed.
revops
Summarize this week’s sales calls and log next steps to each deal.
Processed 23 recordings. Here’s the intel digest — top objections, competitors named, and the next step written to each matching deal in HubSpot.
Which objection came up most, and draft a talk track for it.
Pricing vs. a legacy tool led at 38% of calls. I’ve drafted a three-line talk track and added it to the sales enablement space.
Lifecycle signals
Flag changes in account activity. Choose the conditions worth investigating.
Recurring checks on usage, billing, or engagement send the account owner the records and context.
revops
Alert me in Slack when any account hits a usage milestone or goes quiet for 14 days.
Configured. I’ll watch product usage and engagement daily and post milestone wins and dormancy risks to #accounts with the owner tagged.
Add a fraud check for unbilled usage over credit balance.
Added. A daily sweep now flags any org whose unbilled usage exceeds its remaining credits.
Questions
Access to the relevant APIs and a clear definition of inputs and output. A developer or implementation partner sets up integrations, deployment, and permissions.
Yes. Agents work across your tools, and your CRM, warehouse, and billing stay the systems of record.
When the integration and permissions allow it. Start read-only or with drafts, verify the mapping, then decide which writes to enable.
Yes. Set the cadence and destination, then review the first runs and refine the instructions before relying on it.