Market intelligence coworker
01
Outcome
A current view of market shifts, buying signals, and competitor moves.
Human judgment
What matters enough to watch and why.
AI coworkers for go-to-market
Build a GTM team that compounds.
AI coworkers research accounts, prepare outreach, keep your CRM current, and turn every customer interaction into a better next move. Your team keeps the relationships and judgment.
01 / The system
One system. Five connected loops.
Each coworker improves one part of the motion and passes structured context to the next. Outcomes feed learning back into every loop.
- Stage 01
Signal
Capture market shifts, buying signals, and customer evidence.
- Stage 02
Research
Build current account and contact intelligence.
- Stage 03
Outreach
Prepare relevant messages for the right people.
- Stage 04
Conversations
Turn replies and meetings into clear next moves.
- Stage 05
Pipeline
Keep opportunities, risks, and handoffs current.
Learning loop
Outcomes sharpen every stage and feed back into Signal.
02 / The team
A coworker for each part of the system.
Each role owns a result, shares context, and keeps a person accountable for consequential choices.
Observe and research
Saint Jerome in His Study, Antonello da Messina, c. 1474
Prepare and connect
The Ambassadors, Hans Holbein the Younger, 1533
Operate and learn
The Moneylender and His Wife, Quinten Massys, 1514Account research coworker
02
Outcome
A traceable brief for every priority account and meeting.
Human judgment
Which accounts deserve time and attention.
Sales development coworker
03
Outcome
Prepared outreach, follow-up, and routing for review.
Human judgment
The offer, message, audience, and final send.
Revenue operations coworker
04
Outcome
Clean CRM records, visible risks, and reliable handoffs.
Human judgment
Pipeline rules, stages, and forecast judgment.
Customer voice coworker
05
Outcome
A linked evidence set from calls, tickets, reviews, and outcomes.
Human judgment
What the company builds and says next.
Shared context: signals, accounts, people, interactions, decisions, and outcomes.
03 / Approval boundaries & guardrails
Put judgment where it belongs.
Set clear rules for what AI can do, when it must ask, and what stays with a person.
AI can act
Low-risk, reversible work inside agreed guardrails.
- →Enrich CRM records
- →Draft a research brief
- →Summarize meeting notes
- →Route leads to the right owner
AI must ask
Work with higher impact, lower confidence, or missing context.
- →Recommend an outreach plan
- →Flag a deal risk
- →Propose campaign content
- →Identify an expansion opportunity
Human decides
Strategic, consequential, or hard-to-reverse choices.
- →Approve customer-facing messages
- →Change pricing or packaging
- →Commit the forecast
- →Set territory or headcount
04 / Deployment
Start with one revenue leak.
01
Find the leak
Locate the recurring delay, drop-off, or manual load that limits the GTM motion.
02
Define the job
Name the outcome, inputs, tools, checks, and human owner.
03
Run with review
Ship a narrow workflow with visible work and clear approval gates.
04
Expand the system
Connect the next leak after the first coworker earns trust.
Your first GTM coworker