Case Study — M&A Exit

Manta IBM

Built the entire customer success organization from zero — Implementation Engineering, Technical Account Management, and Professional Services — creating the operational foundation that helped position Manta for acquisition by IBM's Data & AI division.

96.5%
Customer Satisfaction
80
Employee NPS
+20%
Faster Time-to-Value

The Company

Manta — Enterprise Data Lineage

Manta built an enterprise data lineage platform that automated metadata extraction across heterogeneous data environments — Oracle, SQL Server, Snowflake, Databricks, Informatica, SSIS, and more. Growth-stage and venture-backed, the company was preparing for strategic acquisition in a market defined by data governance, compliance (GDPR, CCPA), and data cataloging.

Stage

Growth-stage, venture-backed, preparing for strategic acquisition by Tier 1 buyers

Market

Enterprise data governance, regulatory compliance, data cataloging & lineage


The Challenge

No CS org. Complex product. Acquisition on the horizon.

When I joined Manta, there was no formal customer success function. Sales closed deals and handed them to support. For a company selling complex data lineage integrations to enterprise buyers — and preparing for scrutiny from acquirers like IBM, Oracle, and Informatica — that was an existential risk.

Zero post-sales infrastructure

No implementation team, no technical account managers, no onboarding playbooks. Customers were left to figure out complex data integrations on their own.

Technical complexity killing adoption

Data lineage requires deep integrations across heterogeneous environments. Customers were struggling to reach "first value" — their first lineage diagram — and stalling.

Acquisition readiness gap

Tier 1 acquirers audit customer operations during due diligence. Manta had no health scoring, no documented escalation processes, and no predictable retention model.


The Strategic Playbook

Build. Operationalize. Prepare for exit.

PHASE 1

Build the Foundation

Created three specialized teams from scratch — each designed to own a different stage of the customer lifecycle:

  • Implementation Engineering — technical onboarding and integrations
  • Technical Account Management — enterprise relationship ownership
  • Professional Services — advanced use-case enablement and expansion
PHASE 2

Operationalize for Scale

Built repeatable processes that could scale from 20 customers to 200 without breaking:

  • Standardized onboarding playbooks by data platform (Oracle, Snowflake, Databricks, etc.)
  • Technical health scoring based on connector success rates
  • QBR templates designed for data architects and compliance teams
  • Pre-built connector templates and quickstart guides that cut time-to-value by 20%
PHASE 3

Optimize for Exit

Made every customer-facing process audit-ready — designed knowing a Tier 1 buyer would scrutinize it:

  • Real-time dashboards showing customer health and adoption metrics
  • Documented escalation and resolution workflows
  • Predictable revenue retention model for due diligence
  • SOC2, GDPR, and security questionnaire documentation packages

The Results

Measurable impact across the entire customer org

96.5%
CSAT Score
Across global enterprise accounts
80
Employee NPS
Elite team engagement during high-growth
20%
Faster Time-to-Value
Through optimized onboarding & templates

The Exit: Acquired by IBM

IBM acquired Manta for their Data & AI division. The customer success organization — built from zero during my tenure — became a core part of Manta's operational readiness for acquisition, demonstrating repeatable implementation processes, predictable retention metrics, and enterprise-grade compliance documentation.

I've also held CS leadership roles at data.world, which was later acquired by ServiceNow — bringing my track record to two companies where I helped build the post-sales foundation that preceded a major exit.

"Shane joined Manta when we had no formal customer success function and built it from the ground up. He's hard-working, process-oriented, and relentlessly focused on disciplined execution. Whether designing scalable systems or jumping on tough customer calls, he always showed up. He led his team with care and clarity, invested in their growth, and built a culture of trust and accountability. Smart, loyal, and a real fighter when things get ugly — someone I trust deeply and am proud to call a friend."
TK
Tomas Kratky
Founder & CEO, Manta (acquired by IBM)

What Made This Work

Key success factors and lessons learned

01

Technical Credibility

As a former Oracle Principal Architect, I could speak credibly to data architects and CTOs about metadata extraction, governance, and compliance.

02

Hire for Technical Depth

TAMs needed to understand SQL, ETL tools, and database administration to be credible with Manta's technical buyer.

03

Document Everything

Tier 1 buyers scrutinize operational processes during due diligence. If it's not documented, it doesn't exist.

04

Build for Exit from Day One

Every process, metric, and documentation package was designed knowing an acquirer would eventually audit it.


The Framework

This playbook is repeatable

The same framework I used at Manta is what I bring to every engagement through CCO2Go.ai — whether you're Series A building from scratch, Series C preparing for exit, or anywhere in between.

Build your customer success organization the way a Tier 1 acquirer would evaluate it during due diligence.
Technical Products High-Growth SaaS M&A Readiness Series A → Pre-Exit

Let's build your exit-ready CS org

Whether you're building from zero or preparing for due diligence, the conversation starts the same way — an honest look at where you are today.

Book a 20-Min Strategy Call → Email Me
(813) 666-8427 · shane.james@cco2go.ai · Apollo Beach, FL