TOPIC · TURNAROUND & RESTRUCTURING
Technical Debt
Technical debt is real money. Once you can name it as a number — its impact on velocity, EBITDA, and exit multiple — it stops being a vague engineering complaint and becomes a board agenda item.
WHO THIS IS FOR
The seat at the table this shelf serves.
PE diligence teams, CTOs, CIOs explaining tech debt to non-technical boards.
RELATED SERVICE PATHS
Where this topic becomes operating work.
View all servicesTAS · SERVICE
Transaction Advisory Services
Operator-led buy-side and sell-side diligence for technology middle-market deals. Financial rigor, technical diligence, and integration risk in one workstream.
VAL · SERVICE
Valuations
Credible valuation work for SaaS, services, IP, ARR/MRR, cap tables, and exit readiness in technology middle-market transactions.
PI · SERVICE
Performance Improvement
Revenue, margin, delivery, technical debt, and operating-system improvement for technology firms with stalled growth or compressed EBITDA.
TRS · SERVICE
Turnaround & Restructuring Services
Crisis intervention, runway extension, project recovery, technical rescue, and restructuring support for technology middle-market firms.
TOPIC
91 briefs in technical debt.
Field notes grouped by the operating constraint they address.
BRIEF · 6 MIN
The Margin That Wasn't There: Auditing AI Vendor Dependency Before You Sign
A SaaS target's 82% gross margin can hide a single-vendor API bill that quietly halves it. How to diligence AI dependency, model drift, and COGS before LOI.
BRIEF · 6 MIN
The MLOps Audit: How to Price an AI Target Before the Models Quietly Rot
AI targets don't fail in the codebase—they fail in the retraining pipeline. A buyer's field guide to auditing MLOps maturity, model drift, and registry gaps.
BRIEF · 6 MIN
How to Diligence a GenAI Acquisition: Reading the CIM Against the Inference Bill
A PE diligence playbook for tech M&A: separate a real GenAI moat from a $25/month API wrapper, audit the IP chain, and price inference cost before you sign.
BRIEF · 6 MIN
The Brittle System Problem: When a Dashboard Tweak Takes Down Billing
A two-line change to a reporting page shouldn't crash your payment gateway. When it can, buyers cut the price. Here's how brittleness becomes a 22% discount.
BRIEF · 6 MIN
The End-of-Life Treadmill: How Dead Frameworks Sink SaaS Valuations
A frozen framework version is a diligence landmine. How SaaS leaders inventory end-of-life dependencies and run AI-assisted migration without freezing the roadmap.
BRIEF · 6 MIN
The 14-Month Billing Engine: How Series B SaaS Teams Build Their Way to a Lower Multiple
A Series B SaaS team built billing in-house to dodge a $50k vendor fee. The hidden cost: $850k in debt and a lower exit multiple. Here's the line to draw.
BRIEF · 6 MIN
342 APIs, 115 You Can Explain: What That Gap Costs You in Diligence
A Series B SaaS had 342 live APIs and could explain 115. Here's how buyers price that gap, and the 90-day cleanup that closes it before LOI.
BRIEF · 6 MIN
The PR Volume Trap: Why Pull Request Counts Can Mislead Engineering Leaders
Why measuring PRs merged per FTE is a vanity metric that masks compounding technical debt, destroys engineering productivity, and kills SaaS exit multiples.
BRIEF · 6 MIN
The 90-Day Onboarding Lie: Surviving Engineering Hires in Turnaround Environments
Why standard 90-day engineering onboarding fails in turnaround environments. Learn how technical debt destroys ramp times and how to implement a 120-day remediation-first playbook.
BRIEF · 6 MIN
The 30% EBITDA Leak: Why Cloud Rightsizing Is Your Most Urgent Turnaround Lever
Discover how private equity operators unlock 20-30% in typical cloud cost savings through rightsizing, reclaiming EBITDA from AWS, Azure, and GCP waste.
BRIEF · 6 MIN
Code Coverage in M&A Diligence: Why 94% Can Cost You a Turn
A high coverage number can hide an untested billing engine. The exact code-coverage thresholds, trend signals, and distribution checks PE buyers run on SaaS deals.
BRIEF · 6 MIN
Technical Debt Remediation Timeline: The 6-18 Month Rebuild Benchmarks
Many grand rewrites fail to deliver ROI. Learn the exact 6-18 month technical debt remediation timeline to protect your valuation and expand margins.