Generative AI Consultant · GTM Scope

Your generative AIconsultant.

I am a generative AI consultant scoped to marketing and go-to-market — not enterprise-wide AI transformation. I help B2B SaaS apply generative AI where it actually creates pipeline: content, demand, research, AI-search visibility and ops.

Book a GTM AI audit → See what I do

Scoped to GTM, not “AI fixes everything.”

GTM AI MapLive
ContentBuilt at volume
DemandRun with AI
AI searchCited visibility
OpsAutomated pipeline
Experience across
Netpeak GroupAcademyOceanDataImpulseGoogle for StartupsSaaSFintech
01 / The honest scope

Most “generative AI” help is too broad to be useful.

The market sells generative AI as a fix for everything from HR to finance to support. For a B2B SaaS team, the leverage is concentrated in one place: marketing and go-to-market. I scope to that on purpose, because a consultant who claims to do all of it does none of it well.

01

Strategy with no build

Plenty of advisors will hand you a generative-AI deck. Almost none will sit in your stack and ship the workflows that produce pipeline.

02

Build with no judgment

Teams wire up generators and flood the channel with generic output. Volume without a human gate erodes the brand it was meant to grow.

03

Scope creep into chaos

“Generative AI everywhere” spreads a small team thin across HR, support and ops. The marketing wins that fund everything get diluted.

The point of view

Generative AI earns its keep in GTM first, with a human on quality.

I am a marketing operator, not an enterprise-wide AI transformation shop, and I scope honestly. For B2B SaaS, generative AI pays back fastest in go-to-market: research, content, demand, AI-search visibility and the ops around them. I bring strategy and hands-on build to those, run systems that replace two or three manual roles rather than a ChatGPT tab open on the side, and keep a human owning quality. For the roadmap layer, see my AI strategy consultant work; for systems build, my AI automation consultant work.

02 / What I do

Generative AI for GTM, end to end.

Concrete generative-AI work that moves pipeline, scoped to marketing and go-to-market, not a slide on enterprise transformation.

Audit● Scoped

GTM generative-AI audit

Where generative AI can create real leverage across your marketing and go-to-market, ranked by pipeline impact, not by hype.

Strategy● Mapped

Use-case strategy

A prioritized plan of where to apply generative AI in GTM, what to build first, and where a human must stay in the loop.

Content● Built

AI content systems

Research, drafting and repurposing workflows that lift volume across channels, with human review gates so quality holds.

Demand● Built

AI-assisted demand

Generative AI applied to campaigns, personalization, enrichment and outbound, tied to pipeline rather than activity.

AI search● Built

AI-search visibility

Getting found and cited inside ChatGPT, Perplexity and AI Overviews, where buyers increasingly research. See my AI SEO work.

Ops● Built

GTM ops automation

Reporting, routing and follow-up automated with generative AI, so the work around the work runs itself.

03 / Process

How a generative AI engagement runs.

1

Scope & audit

Map where generative AI fits across your marketing and GTM, and rank the use cases by pipeline impact, not novelty.

2

Prioritize the build

Pick the few workflows worth building first, define the human review gates, and set what good output looks like.

3

Build & ship

Build the generative-AI systems hands-on in your stack, test against real cases, and put them into daily use with your team.

4

Measure & compound

Track pipeline impact and output quality, then extend to the next use case as trust grows.

Generative AI does not fix everything. In GTM, done right, it compounds pipeline.
// Andrii Byzov — AI-native fractional CMO & generative AI consultant
4×REVENUE GROWTH YoY (operator track record)
5×LOWER CAC DELIVERED
15+ yrsFINTECH & SAAS, AI-NATIVE
Andrii Byzov, generative AI consultant for B2B SaaS GTM Andrii Byzov  /  Generative AI consultant
Who you work with

A marketing operator, not an AI generalist.

I am Andrii Byzov — an AI-native marketing operator who has led growth across B2B SaaS and fintech, including CMO roles at DataImpulse and AcademyOcean (Netpeak Group), where revenue grew 4x in the first year.

As a generative AI consultant I scope to what I actually do: marketing and go-to-market. I build systems that replace two or three manual roles, not a ChatGPT tab open on the side, with a human owning quality. If you want this embedded rather than project-based, see my fractional AI work. 15+ years of demand work and an AI-native bias, in one accountable engagement. I write about it on my blog.

AI-nativeSINCE THE GPT ERA
0→14TEAM BUILT & LED
SoloONE ACCOUNTABLE EXPERT
04 / Fit

Is a generative AI consultant right for you?

A strong fit if

  • +You are a B2B SaaS or tech team that wants generative AI applied to growth.
  • +You want strategy plus a hands-on build, not just a deck.
  • +You want the leverage concentrated where it pays: marketing and GTM.
  • +You want a human owning quality, not unsupervised generic output.

Not a fit if

  • −You want enterprise-wide AI transformation across HR, finance and support — that is not my scope.
  • −You want generative AI to run unsupervised with no human gate.
  • −You expect AI to fix a product or market problem marketing cannot.
  • −You want guaranteed outcomes — no honest consultant promises that.
05 / FAQ

Generative AI, answered honestly.

What does a generative AI consultant do? +
A generative AI consultant helps you apply generative AI to real work. I scope mine to marketing and go-to-market for B2B SaaS: I find where generative AI creates pipeline leverage in content, demand, research, AI-search visibility and ops, then bring both strategy and a hands-on build, with a human owning quality.
Why scope to marketing and GTM, not all of AI? +
Because that is where I am an operator and where the leverage concentrates for B2B SaaS. A consultant who claims to do enterprise-wide AI across HR, finance and support does none of it well. Honest scope beats broad promises.
How is this different from an AI strategy or automation consultant? +
Those are layers of the same work. AI strategy answers where to apply AI; AI automation builds the systems. Generative AI consulting is the broad GTM umbrella that ties strategy and build together for marketing.
Will generative AI replace my marketing team? +
No. It replaces manual tasks, not judgment. The pattern that works is generative AI doing execution while your people own strategy, review and the result. A human owns quality, always.
Can you guarantee results? +
No. No honest consultant guarantees AI outcomes. The work improves your odds: it concentrates generative AI where pipeline leverage is real, builds it well, and measures impact over time.
How do you price it? +
By scope. A focused audit and first build is a fixed project; ongoing build and extension is a retainer that is a fraction of hiring for the work it replaces. I qualify cost against scope before any commitment.
Start here

Find where generative AI creates pipeline.

A focused GTM audit maps where generative AI fits across your marketing and go-to-market, ranked by pipeline impact, with the highest-leverage builds first.

Book a GTM AI audit →

Operator-led · AI-native · B2B SaaS