Cold Email Infrastructure at Scale: Deliverability, Setup & What Drives Demos
Sending thousands of cold emails is technically easy. Getting those emails consistently delivered — and getting the right prospects to actually respond — is much harder.
In this practical session, we’ll break down how to build cold email infrastructure for higher-volume B2B outbound, with a strong focus on deliverability and setup.
We’ll cover how domains, mailboxes, authentication, sending patterns, volume, reputation and monitoring affect whether emails reach the inbox — and the common mistakes that cause outbound infrastructure to break down as volume increases.
But deliverability is only one part of the equation. An email reaching the inbox does not automatically turn into a reply or demo.
We’ll also look at the other factors that determine outbound performance, including ICP and lead-list selection, data quality, offer, messaging and personalization — and how these pieces work together as one outbound system.
The goal of the session is to help founders and GTM teams understand where cold outbound usually breaks, what to monitor, and how to build the infrastructure properly before simply increasing sending volume.
What We’ll Cover
Setting up cold email infrastructure for higher-volume outreach
Domains, mailboxes, authentication and sending architecture
Deliverability and the factors that influence inbox placement
Scaling sending volume without damaging sender reputation
Monitoring infrastructure and identifying delivery problems
Lead data quality, verification and list selection
Why good deliverability does not necessarily mean more demos
How ICP, offer and copy influence response rates
Personalization and signals: where they help and where they don’t
Common failure points across the complete cold outbound workflow
Q&A around participants’ current outbound setups and challenges
Who This Session Is For
B2B and SaaS founders, sales leaders and GTM teams who are:
Already running cold email and struggling with deliverability or performance
Planning to increase outbound volume
Setting up cold email infrastructure internally
Unsure whether their problem is infrastructure, data, targeting, messaging — or a combination of these
Speaker
Abhishek Patra, Founder - Poso
Abhishek works at the intersection of B2B sales, data and GTM infrastructure, helping companies build the systems that allow sales teams to operate more efficiently and reliably.
His work spans sales data, enrichment, CRM hygiene, prospecting workflows, automation, outbound infrastructure and sales operations systems — from cleaning and enriching prospect data to connecting the workflows that move leads through the sales process.
He works behind the scenes with US-based cold email agencies running high-volume outbound programs, supporting the domain, mailbox, deliverability and sending infrastructure required to operate reliably at scale.
With more than a decade of experience across technology, product development and entrepreneurship, Abhishek focuses on building the data and workflow infrastructure behind modern B2B sales teams.
About GTMDialogues
GTMDialogues is a scale-up platform and community for B2B SaaS companies, focused on helping founders sharpen their Go-To-Market motion and scale sustainably.