I help revenue teams diagnose the root constraint, define the rules, and ship workflows that turn messy data into action.
Pricing visits beat generic hiring signals this week.
A GTM system is not a chatbot bolted onto a messy process. It is a loop: inputs come in, rules make decisions, outputs move the team, and memory improves the next run.
Pull CRM, product, hiring, and intent data into one scoring loop. The output is not another spreadsheet. It is a ranked queue with a reason, a route, and a next step.
Capture what changed on the call, detect risk, map the stakeholder, and draft the follow-up while the context is still fresh.
"We like the workflow, but migration risk is still open."
Thanks for the conversation. I attached the migration proof doc with our approach, timelines, and security model.
Connect the signals around each account so reps can see what matters: usage, calls, renewal pressure, intent, and the highest confidence opportunity.
Northwind Logistics94
Vela Capital87
Halcyon Health82
The teams that win the next five years will not out-spend the others on tooling. They will out-engineer them on context: what the system knows, where the knowledge lives, and how the loop updates itself when reality moves.
The visible metric. Where every meeting starts and where most fixes prematurely end.
Discovery is shallow. Routing is wrong. Memory of last quarter is gone.
The few invariants you still believe with a different stack, a different rep, a different quarter.
Rules, schemas, repos, prompts, checkpoints. The thing a new rep can run without you in the room.
Weekly logs, decision history, recomputable scores. Why next quarter starts smarter than this one.
Most GTM teams operate at L0 and L1. The leverage is at L2-L4.
Translate the visible symptom into the root constraint the system needs to fix.
Write the business invariants: scoring formula, handoff logic, and what the system is not allowed to infer.
Connect schemas, repos, prompts, and checkpoints into a path from raw input to useful output.
Create the artifacts the team actually opens: queues, briefs, prep docs, follow-ups, and reports.
Keep weekly logs, decision history, what worked, and what broke so context survives the chat.
Patch the rules from what happened in the real world. The loop closes and gets smarter.
Send the messy workflow, the spreadsheet nobody trusts, or the GTM problem that keeps turning into a meeting. I will tell you where I think the system is breaking.