Portco Brief

Portco Brief

Technology, AI, and value creation insights for PE-backed companies.

How Do You Know Whether Your Portfolio Company's AI Spend Is Working?

Aug 18, 2026

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8 min read

How Do You Know Whether Your Portfolio Company's AI Spend Is Working?

The Attribution Tree sorts every AI line in the FY27 plan into one of five verdicts: park, instrument, prove, stop, or scale.

Sujit Maharana
Sujit Maharana
Your SaaS Multiple May Move Before Your Revenue Does

Aug 11, 2026

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6 min read

Your SaaS Multiple May Move Before Your Revenue Does

AI agents are breaking the link between seats and value. The METER Test shows whether your portfolio company can change what it charges for.

Sujit Maharana
Sujit Maharana
Two Portfolio Companies Cut to Five-Person Engineering Teams. Only One Keeps the Savings.

Aug 4, 2026

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9 min read

Two Portfolio Companies Cut to Five-Person Engineering Teams. Only One Keeps the Savings.

The Replacement Clock: how long a new engineer needs to safely change your critical systems and why that number, not headcount, decides what survives diligence

Sujit Maharana
Sujit Maharana
The Modernization That Finishes After the Sale

Jul 28, 2026

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7 min read

The Modernization That Finishes After the Sale

The Remaining Hold Test

Sujit Maharana
Sujit Maharana
The Revocation Test

Jul 21, 2026

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4 min read

The Revocation Test

The identities your portfolio company never counted, and the risk a buyer prices at exit

Sujit Maharana
Sujit Maharana
Your AI Bill Is Hiding Your Least Profitable Customers

Jul 14, 2026

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5 min read

Your AI Bill Is Hiding Your Least Profitable Customers

The One-Bill Test for AI-enabled software: can cost, outcome, and contract reconcile at the customer level?

Sujit Maharana
Sujit Maharana
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