GTM Engineering for B2B teams

Your pipeline shouldn't break when someone leaves.

We engineer CRM architecture, outbound systems, and RevOps workflows — so pipeline runs like infrastructure, not heroics.

See our process
Data-first pipeline
Enriched, validated, and routed
Systems over hacks
Built to compound, not break
US & UK · US hours
Remote, aligned schedules

Not lead gen. GTM systems engineering.

We replace manual, fragile processes with engineered systems that scale with your business.

Manual & Ad Hoc

  • Spreadsheets and siloed tools
  • Inconsistent data and definitions
  • Manual handoffs and busywork
  • Limited visibility and attribution
  • Hard to scale. Hard to trust.
System Schematic: Broken Pipeline
CSV LISTMANUAL EMAILMESSY CRMData DecayNo Sync

Engineered Systems

  • Connected CRM and data architecture
  • Automated workflows and routing
  • Consistent processes and ownership
  • Clear attribution and learning loop
  • Built to last. Built to improve.
System Schematic: Engineered Loop
ICPENRICHSEQUENCECRMCONVERTFEEDBACK LOOP (ATTRIBUTION)
Tomás Gandolfo, Founder of Venture Squad
[STATUS: ACTIVE_ENGAGEMENTS]
Founder-led GTM engineering

Built inside. Now building for teams like yours.

Venture Squad is led by Tomás Gandolfo, a GTM Engineer who spent years building pipeline systems inside B2B companies — not advising from the sidelines.

His background is in-house, not agency-side advice. He started at a growth agency in Latin America, then spent years at Xepelin, a B2B fintech, where he owned the systems connecting outbound, CRM, and sales handoffs — not just building them, but keeping them working. For the past two years he's been doing that same work through Venture Squad.

Currently supporting B2B teams in the US and Europe.

Argentina-based. US hours. Serving US & UK teams.

System Architecture

Our GTM architecture

A system that turns GTM strategy into repeatable pipeline operations.

AUTOMATION_FLOWFEEDBACK_LOOP
++++
[SYS_01]

ICP & Segmentation

Define ideal customer profiles and segments.

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[SYS_02]

Data & Enrichment

Aggregate, clean, and enrich your data.

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[SYS_03]

Messaging & Offers

Tailor value props and relevance by segment.

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[SYS_04]

Orchestration

Automate sequences, workflows, and tasks.

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[SYS_05]

CRM Routing

Score, route, and assign with clear ownership.

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[SYS_06]

Attribution & Learning

Measure impact and continuously improve.

FEEDBACK_LOOP_ACTIVE
Stack in production
Apify
Attio
Clay
Claude
Cursor
Google Ads
HubSpot
Meta
n8n
OpenAI Codex
Smartlead
Supabase
Vercel
Zapier
Capabilities

Core capabilities

Engineering depth across the modern GTM stack.

[PILLAR_01]

Outbound & Prospecting Systems

Typical Bottleneck

Outbound exists, but it's manual, inconsistent, and depends on one person remembering to follow up.

[S]
Engineered Solution

We connect targeting, enrichment, scoring, and sequencing into one system — not a stack of disconnected tools.

INTEGRATION: HubSpot · Smartlead · HeyReach
System Schematic
++++ICP MATCHENRICHSCORESEQUENCE
[PILLAR_02]

CRM & Data Infrastructure

Typical Bottleneck

Dirty data, missing fields, and no single source of truth are quietly killing your team's productivity.

[S]
Engineered Solution

We design the schema, clean the data, and automate the checks that keep your CRM trustworthy.

INTEGRATION: HubSpot · Salesforce · Supabase
System Schematic
++++MESSY_INPUT (DIRTY_DATA)J. SmithEmail: (missing)[ERR_MISSING]John SmithEmail: j.smith@co.com[ERR_DUP][MERGE][ENRICH]CRM_DB (SOURCE_OF_TRUTH)John Smith[VALIDATED]Email: jsmith@company.comCompany: Smith Co. (SaaS)Revenue: $12M | Size: 45 empTech: HubSpot · Vercel · Clay
[PILLAR_03]

Workflow Automation & Learning Loop

Typical Bottleneck

Repetitive manual work eats the hours that should go into closing — and nothing gets measured, so nothing improves.

[S]
Engineered Solution

We automate the handoffs and QA checks, then close the loop with attribution so every cycle improves the next.

INTEGRATION: n8n · Zapier · Clay
System Schematic
++++TRIGGERWORKFLOWQA_CHECKOUTCOMEFEEDBACK_LOOP
Qualification

Qualification Matrix

We only engage when the system is ready to deliver repeatable value.

Product-Market Fit
Best Fit (Go)

You have PMF and an active sales motion

Not a Fit (No Go)

You need demand validation before GTM infrastructure

Core Objective
Best Fit (Go)

Your CRM and workflows are creating drag and need repeatability

Not a Fit (No Go)

You only want a larger list of leads or a one-off campaign

Ownership
Best Fit (Go)

You have an internal owner who can make decisions quickly

Not a Fit (No Go)

No one internally will own the operating rhythm

Budget & Tools
Best Fit (Go)

Ready to invest in a robust, scalable setup and stack

Not a Fit (No Go)

Optimizing for the cheapest tool setup regardless of scale

Engagement model

Clear paths. No surprise proposals.

We confirm scope and pricing after the audit — so the work stays practical and focused.

[ENG_01]DIAGNOSE

Pipeline Systems Audit

A structured read on your GTM system health before any build commitment.
Timeframe
30 min · application
Cost Structure
Free
[ENG_02]BUILD

Build sprint

Design and ship a working system v1: targeting, routing, workflows, and operating cadence.
Timeframe
6–10 weeks · fixed scope
Cost Structure
Fixed price
[ENG_03]RUN

Ongoing GTM engineering

ACTIVE_ENGAGEMENTS
Continuous improvement across CRM, data quality, outbound, and the learning loop.
Timeframe
Monthly · depth over volume
Cost Structure
From $3,500/mo

Pricing depends on scope and stack complexity. We confirm after the audit — no surprise proposals.

Pipeline Systems Audit

Get a clear read on your GTM system health.

We will evaluate your CRM, data, workflows, and attribution across people, process, and technology, then deliver a prioritized roadmap.

  • System health assessment
  • Critical gaps and risks
  • Prioritized recommendations
  • No pressure. Just clarity.
Audit output
GTM_HEALTH_SCORE
42/100
CRITICAL_RISK
Identified System Gaps
CRM_SCHEMACRITICAL
No validation, 34% duplicate contacts
ROUTING_WFWARNING
Manual routing, 48h SLA delay
DELIVERABILITYCRITICAL
Missing DMARC on outreach domains
ATTRIBUTIONFAIL
No link between replies and CRM deals
Recommended Next Step
Prioritized 6–10 week stabilization roadmap
FAQ
Is this just outbound setup?

No. Outbound is one layer. We engineer the full operating system around ICP, data, messaging, orchestration, CRM routing, and the learning loop.

Do you replace our current tools?

Only when a tool is blocking the system. We usually design around the viable parts of your stack and replace what creates fragility.

How do you keep automation from becoming spam?

We constrain targeting, define personalization rules, set volume controls, and add QA gates before scale.

Where do proprietary apps fit?

When an internal workflow deserves software, we build lightweight apps for operations, visibility, or client-facing use. We do not force custom software when standard tools are enough.

What does your team need from us?

One accountable owner, fast feedback on ICP and positioning, access to current data/messaging, and a willingness to improve the operating rhythm.