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AI-native GTM engineer

   
   

One GTM engineer who turns your market's signals into booked meetings, inside your own stack.

Worked with
Case study
Case study
Case study
The Problem

You know your product and your market.
But your pipeline still isn't a system.

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.

Manual, repetitive, slow work.

Reps spend the week maintaining the process instead of advancing pipeline, so growth stays capped by manual effort.

Signals never used.

Buying signals aren't tracked, nobody routes them to the right rep. Intent sits in the stack while reps work off lists and memory.

Unpredictable pipeline.

You cannot forecast hiring, board commits, or capacity because the motion has no operating rhythm, only rep-by-rep heroics.

The Solution

One pipeline.
One owner.

I wire the full motion inside your stack, with one GTM owner who builds it, stays accountable, and hands it to your team.

AI-native GTM engineer
  • One interlocutorAudit, build, handover, same owner from day one to launch.
  • GTM expertiseClay, signals, routing, CRM. Built in the field, not in slides.
  • Full ownershipI own the logic until workflows run in your team's hands.
  • Your stackHubSpot, Slack, and the tools you already pay for.
  1. Lead Signal
  2. Data Enrichment
  3. Email Verification
  4. Outreach Sequence
  5. Meeting Booked
  6. Revenue Generated
Stack

The tools I ship with.

  • Claude Code
  • ChatGPT
  • Cursor
  • n8n
  • Clay
  • HubSpot
  • Slack
  • Lemlist
  • FullEnrich
  • Mailpool
The workflow

Signals in.
Sales action out.

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

Revenue signals
Website activity
CRM data
Market signals
Hiring & job change
LinkedIn engagement
Tech-stack change
AI system
Routing
CleanDedupe · Normalize
EnrichWaterfall
ScoreFit · Signals stacked
Human in the loopAPPROVE / IGNORE
RouteTo the play
Routed sequence
1Account list built
2Sequence started
3Call queue ready
4Ad audience synced
5CRM task created
6Owner notified
Plays

One real clue.
One clear next move.

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

Outbound

Inputs
ICP rulesTAM scopeEmail infra
Play & signal pick
Company & contact sourcing
Lead scoring & tiering
Routing
1OmnichannelEmail + LinkedIn + call
2MultichannelEmail + LinkedIn
3Email nurtureLight-touch sequence

Inbound

Inputs
Form submitWebsite visitsProduct usage
Enrich & dedupe
Fit & trigger check
Route to owner
Routing
1Hot · Slack alertRep + context + draft
2Warm · CRM taskFit score + next step
3Cold · SequenceLow-touch follow-up

Ads

Inputs
ICP listSite visitorsCRM segments
Audience build
Creative match
Sync to platform
Routing
1ABM audienceMatched accounts live
2RetargetSite visitors + engagers
3Lookalike expandCRM seed → new reach
FAQ

Questions before
the strategy call.

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.

Work together

Grab 30 minutes.
Book below.

On the strategy call, I audit your stack, diagnose the ICP and signal gaps, then show what I would wire first inside your tools.