Case Studies

B2B SaaS | AI Workflow Automation

From zero GTM infrastructure to $525K+ pipeline in 5 months.

Growth Operating System September 2025 – February 2026

$120K+

Closed Revenue

$525K+

Pipeline Generated

17+

Qualified Deals

0%

Customer Churn

The Situation

Strong product, no go-to-market

A B2B AI SaaS company had a strong product and early traction but no go-to-market infrastructure. Marketing was ad hoc: no ICP documentation, no positioning framework, no attribution, no content system, and no outbound engine. The founder was the entire marketing and sales function. Growth was happening through word of mouth and the founder's personal network, but it wasn't scalable and it wasn't measurable.

The Approach

Growth Operating System deployed in five phases

We deployed the Growth Operating System, all five phases in parallel. The engagement started with a full GTM audit while shipping quick wins in Week 1.

Phase 1: Diagnose (Days 1-30)

Full GTM audit: ICP definition, competitive analysis, positioning framework, channel assessment, and tech stack evaluation. Identified three primary buyer personas and mapped the competitive landscape across 12 direct and indirect competitors.

Phase 2: Architect (Days 14-45)

Built the 90-day growth plan: channel strategy prioritizing LinkedIn content, cold outbound, and paid search. Defined OKRs tied to pipeline generation. Allocated budget across channels based on ICP research.

Phase 3: Build (Days 30-60)

Stood up the marketing ops stack: CRM configuration, email sequences, tracking and attribution, reporting dashboards, and content infrastructure. Built the outbound engine including prospect lists, email sequences, and LinkedIn outreach workflows.

Phase 4: Execute (Day 14 onward)

Campaigns went live in Week 2. Launched multi-channel execution across LinkedIn organic content, cold email outbound, paid search, and partnership development. Weekly optimization sprints adjusted messaging, targeting, and budget allocation based on performance data.

Phase 5: Optimize (Month 3 onward)

Quarterly review identified top-performing channels and messaging. Doubled down on outbound and LinkedIn. Expanded content production with video and social media vendors. Built the foundation for the founder to scale beyond personal selling.

The Results

Pipeline built from zero

GTM infrastructure built from zero to operational in 60 days

First campaign live in Week 2

ICP, positioning, and competitive frameworks documented

Content system producing weekly LinkedIn, video, and social content

Outbound engine generating consistent weekly pipeline

Full attribution tracking connecting activity to revenue

CRM structured with documented processes

Weekly reporting dashboards for leadership

Engagement Included

Full scope of work

Full GTM audit and competitive analysis

ICP definition and buyer persona development

Brand positioning framework

Website strategy and messaging

Multi-channel campaign execution

Marketing ops and tech stack build

CRM configuration and data management

Attribution tracking and reporting dashboards

Vendor selection and management

Weekly optimization and monthly strategy reviews

Engagement Context

Industry

B2B SaaS (AI workflow automation)

Stage

Growth-stage, post-product-market-fit

Marketing Team at Start

None (founder only)

Prior Marketing Infrastructure

None

Primary Challenge

Build the entire GTM function from scratch

Engagement Type

Growth Operating System

Duration

September 2025 – February 2026

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