AI GTM ENGINEERING · NOW BOOKING

I build your go-to-market engine and equip your team to run it.

Pipeline, conversion, lifecycle, and attribution. We name the bottleneck, the metric, and the baseline before I build anything.

Working systems in your real stack, your team trained to operate them, and every use case documented. $10,000/month, one client at a time.

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AI GTM Engineering

Now booking

Outcomes

  • The systems and processes that make up the go-to-market engine
  • A named business metric moved against its measured baseline
  • Working systems in your stack, running on your accounts
  • Evals and monitoring, so you know when it breaks
  • Your sales and marketing team equipped to run it without me
  • Every use case documented, showing how the tools actually got used

How I work

I work inside your team, embedded and forward-deployed. Standups, Slack, PRs. Shipping in week one, not a deck in week three.

We name the bottleneck, the metric, and the baseline before I touch a tool. No baseline, no engagement.

Pipeline, conversion, lifecycle, and attribution, plus the AI workflows underneath them, in one seat.

Three things every engagement: the systems, the enablement, and the documented use cases. Your team keeps shipping without me.

One active workstream One bottleneck at a time. Named, measured, shipped, then the next.
Three-month minimum Discovery, production deployment, then real traffic before handoff.
$10,000/month. Three-month minimum, then 30 days notice. Book a call Circle Right

How the tools get used

The third part of every engagement. Not a list of tools bought, but the specific use cases written down: what the model does, what a person still decides, and the prompt or workflow behind it. Your team keeps the document after I leave.

Pipeline and CRM

The agent that researches an inbound account, writes the brief, and drops it in the rep's queue before the first call. The prompt, the data it reads, and the rule for when a human overrides it.

Lifecycle and events

The workflow that moves a registrant through invite, reminder, follow-up, and handoff. Which steps the model writes, which steps stay templated, and why.

Landing pages and experiments

How a test goes from hypothesis to live page to called result, and which parts of that loop a model runs unsupervised.

Research

The account, market, and customer research systems your team runs themselves. The sources, the extraction prompts, and what gets thrown out.

NOT READY TO EMBED?

Office Hours, $375 for one hour.

This page is the embedded engagement: me inside your team, shipping into production, accountable for a metric. If you just want a question worked through, that is one hour, live. No subscription.

See office hours →
IBM
Sun Life
Vetster
Rose Rocket
imaware
Switch Health
Matchday Health
Phylax Systems

What clients say

Amir is the glue that pieces everything together for you and your team. Not only is he an exceptional leader who can take your vision and bring it to life, he will go above and beyond to make sure it's delivered accurately and faster than anyone else.
Rami Wehbi
Rami Wehbi Chief Fellow, MatchDay Health
Amir has got to be one of the most well-rounded individuals I've ever worked with in the 16+ years I've worked in the tech sector. I have personally seen or been involved in projects where Amir has either led the entire project, led the design, or led the product.
Andrew Safranko
Andrew Safranko VP of Product, Switch Health
We brought Amir in to make AI a real part of how our GTM team works, right as we moved to a full-cycle AE model. He took the time to understand our business and where our team was actually getting stuck before touching any tools, then embedded with the people doing the work to co-build the tooling alongside them. The bigger unlock wasn't the systems he shipped — it was that he taught our team the foundational skills to build and deploy with AI themselves. By the end, our GTM team had hours back in their week and, more importantly, the muscle to keep shipping without him. That compounding capability made the engagement infinitely more valuable than a typical consulting handoff.
Mike Betts
Mike Betts COO, Rose Rocket

Case studies

01 / 04
Healthcare Staffing Platform

Internal AI tooling for a lean team

7x MRR, 300% more leads, and 3x more bookings per visit, in 90 days

The bottleneck: a small team covering go-to-market, marketing, and operations with no capacity to add headcount.

Embedded with the team and built internal AI tooling plus customer-facing surfaces, then trained them to extend it themselves.

They own the tools and kept building on them after the engagement closed.

Logistics & B2B SaaS

Making AI the default for a GTM team

Hours back per rep each week, and a team still shipping after handoff

The bottleneck: a go-to-market team moving to a full-cycle AE model with AI stuck at the pilot stage.

Built internal agents and tooling for sales, surfacing accounts ready to buy, flagging churn risk, and reshaping how reps run discovery. For marketing, an agent-first stack that scaled the motion without scaling headcount.

Co-built alongside the people doing the work, so the skills stayed in the building. Their COO's account of it is in the testimonials above.

Performance Marketing

An eval system for ad creative

Creative patterns identified with a 75-85% win rate

The bottleneck: an agency briefing new ad creative on instinct, with no way to learn what actually won.

Decomposed ads into structured features (hook, framing, structure), ran them through an LLM-backed analyzer, and surfaced the combinations that consistently performed, plus a library of moves to avoid.

The system now briefs every new creative. The agency runs it without me.

Insurance & Financial Services

AI strategy and a new underwriting experience

A legacy platform replaced, with every workflow validated before build

The bottleneck: a global carrier with AI ambitions across underwriting and new business, and no map of where it applied.

Mapped the AI surface area across the broker and client journey, from new applications to in-force changes, then replaced the legacy platform with an AI-augmented experience.

Validated every workflow with working prototypes, so the team shipped on evidence instead of committee.

In the wild

Tweet by The Boring Marketer: BOOM amirmxt is the man, he opened my eyes and many others as a result to the power of Cursor.
@boringmarketer
Tweet by Calvin Carr: this is the single best piece of content you can consume to understand what marketing is going to look like in ~5 years.
@calvintcarr

Past clients

01 Humblytics

Humblytics

Flagship product.

Revenue analytics and A/B testing for growth marketing teams.

02 Prospr by Sun Life

Prospr by Sun Life

AI Strategy + Product

Director of UX. Reimagined underwriting and the broker experience for a global insurance carrier.

03 Vetster

Vetster

Product + Design

Improved booking rates, increased MRR, and expanded digital services.

04 imaware Health

imaware Health

Product + Design

Launched one of the first private COVID-19 home tests.

Let's talk.

30-minute call. No pitch.

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