Manual, repetitive, slow work.
Reps spend the week maintaining the process instead of advancing pipeline, so growth stays capped by manual effort.
AI-native GTM engineerOne GTM engineer who turns your market's signals into booked meetings, inside your own stack.
Your strategy works. Your sales team knows how to sell. But the motion stays manual, so reps spend the week on low-value work instead of closing.
Reps spend the week maintaining the process instead of advancing pipeline, so growth stays capped by manual effort.
Buying signals aren't tracked, nobody routes them to the right rep. Intent sits in the stack while reps work off lists and memory.
You cannot forecast hiring, board commits, or capacity because the motion has no operating rhythm, only rep-by-rep heroics.
I wire the full motion inside your stack, with one GTM owner who builds it, stays accountable, and hands it to your team.

Every workflow has one job: turn a real market clue into a clear, reviewable next step for the right rep.


















Three channels. Same logic underneath: signal in, routed action out.




























I build the operating layer between your data and your sales team: ICP rules, signal detection, enrichment, scoring, routing, and workflow outputs in tools like Clay, HubSpot, Salesforce, Slack, and your sequencer. The deliverable is not a dashboard. It is a motion your team can use.
Tools do not decide. I turn them into a sequence of decisions: which accounts fit, what changed, who owns it, what gets sent, and where feedback returns. If your team already has the stack, the work is making it usable.
An agency can hide in deliverables. I build in your tools, with logic and workflows you can inspect. If we stop, your rules, automations, documentation, and operating rhythm stay with you.
That is usually the point. The best use cases are where the buyer is hard to identify, the trigger is subtle, or standard enrichment fails. I start by mapping the real constraints, then build around them.
Adoption is a design requirement. Reps should not live in a new system. The workflow should show up in CRM, Slack, tasks, call queues, or sequences with a clear reason to act.
No. I can guarantee the quality of the build, the clarity of the logic, and the handover. Meetings depend on market timing, offer strength, data quality, and sales follow-through. I would rather be precise about the system than sell a fake number.
On the strategy call, I audit your stack, diagnose the ICP and signal gaps, then show what I would wire first inside your tools.