Case Study|Dr. Shashwat Bishwen

Case Study: Technical Due Diligence Before Acquisition

A Private Equity-backed acquisition target looked clean on documentation and failed under synthetic peak load.

Client profile (anonymized): A software platform under a Private Equity letter of intent, undergoing pre-close technical due diligence.

Key-person / tribal-knowledge dependencyRisk category surfaced
Pre-close, not post-closeWhen found

The Problem

The acquirer's standard diligence process had reviewed architecture documentation and interviewed the target's engineering leadership. Everything read as a healthy platform. No synthetic stress test had been run against the actual production system.

The Approach

Diligence was treated as a mirror, not a formality: database query execution was stress-tested under synthetic peak load, the deployment rollback ratio was audited, and key-person dependency was measured across tribal runbooks that had never been formally documented.

The Outcome

The audit surfaced a key-person dependency risk that documentation review alone would never have caught: specific production recovery knowledge existed in one engineer's head and nowhere else. This was priced into deal terms before close, rather than discovered as an operational crisis afterward.

Frequently Asked

What does synthetic peak-load testing reveal that documentation review does not?

It reveals how the system actually behaves under adversarial conditions, including dependencies on undocumented tribal knowledge that a clean architecture diagram will never disclose.

Facing a similar problemAvailable worldwide for platform stabilization, technical due diligence, and executive advisory engagements.
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