Yugabyte built an AI-driven GTM intelligence engine with Lyzr
Case Study · Yugabyte's AI GTM Engine

Yugabyte built an AI-driven GTM intelligence engine with Lyzr

AI-assisted account prioritization Automated outreach preparation Executive-level GTM visibility
About the company

Yugabyte wanted to help its GTM teams move faster without increasing operational overhead. The company partnered with Lyzr to build an AI-driven GTM intelligence platform that could turn fragmented account signals into execution-ready sales workflows.

The challenge

The problem statement

01

GTM teams were spending more time preparing than selling

AEs and SDRs spent hours every week researching accounts, analyzing engagement activity, and preparing outreach before actual customer conversations could begin. The process slowed execution across the organization.

02

Account prioritization lacked consistency

Different reps followed different approaches to account planning and prioritization. This created inconsistencies in GTM execution and made it harder to standardize workflows across teams.

03

Outreach preparation was highly manual

Sales teams manually created engagement summaries, messaging angles, and outreach sequences for every account. The operational effort reduced the amount of time available for actual selling.

04

Leadership teams lacked centralized visibility

As the organization scaled, leadership teams needed better visibility into account prioritization, GTM execution, and workflow adoption across AE and SDR teams.

The approach

How Lyzr solved it

Lyzr implemented an agent-driven inbound SDR system that combined structured knowledge, automated decisioning, and human-in-the-loop controls to manage inbound engagement at scale.

Lyzr built an AI-driven account prioritization engine

Lyzr integrated directly with Salesforce, BigQuery, and Apollo to analyze engagement signals, CRM activity, and usage data. The platform automatically surfaced prioritized accounts along with contextual reasoning for every recommendation.

Lyzr automated account research and outreach preparation

The platform generated engagement summaries, stakeholder insights, personalized email drafts, and outreach recommendations automatically. This significantly reduced the manual effort required before outbound execution.

Lyzr streamlined weekly GTM execution

Instead of navigating multiple systems for planning and preparation, GTM teams could move directly from account signals to execution-ready workflows much faster.

Lyzr expanded the platform into leadership visibility workflows

Lyzr introduced a centralized administrative layer that allowed leadership teams to monitor account prioritization, review GTM outputs, and analyze platform usage across the organization.

Results

The outcome

Faster account prioritization and planning

The implementation reduced the amount of manual effort required for weekly GTM preparation, allowing teams to focus faster on high-priority opportunities.

Improved personalization at scale

AI-assisted account intelligence and outreach generation helped teams create more contextual outbound engagement without increasing operational workload.

More consistent GTM execution

Standardized planning and prioritization workflows improved consistency across AE and SDR operations while reducing fragmented execution approaches.

Better organization-wide GTM visibility

Leadership teams gained centralized visibility into account prioritization, workflow outputs, and platform adoption across the sales organization.

How Lyzr builds enterprise AI on AWS
Behind the scenes

How Lyzr builds enterprise AI on AWS

Security

How Lyzr handled security

01

Enterprise-grade compliance and governance

Lyzr Agent Platform is SOC2, GDPR, and ISO 27001 compliant, enabling secure deployment across enterprise GTM environments.

02

Secure enterprise data handling

The platform operates within enterprise-controlled environments, ensuring stronger governance, privacy, and operational control across customer and engagement data.

03

Reliable AI-assisted workflows

Lyzr’s reflection framework helps improve response quality and reduce hallucinations across AI-assisted GTM planning and outreach workflows.