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M&A & DILIGENCE

Adversarial valuation: surviving a hostile counterparty

Twelve standard attacks a hostile counterparty runs against a data asset valuation, and the controls that defeat each one.

CFO · GC · M&A · Investor · 11 min

What red-team means here

A structured adversarial review of the valuation, rights, and evidence - run before a counterparty does it for you.

Twelve attacks

Concentration, rights chain, evidence decay, attribution, transferability, obsolescence, optionality inflation, double-counting, jurisdictional reach, consent freshness, model substitution, and market depth.

Controls

Each attack is paired with a GAER control, an evidence requirement, and a documented response in the binder.

Frequently asked

Questions buyers actually ask.

Is the red-team output shareable?

Yes - a sanitized version travels in the binder; the full record stays internal.

How often is it re-run?

Annually as standard, and on any material event.

Who runs it?

An independent team from the one that built the valuation, internal to KRYOS or designated within the entity.

Does it slow capital readiness?

It accelerates it. The binder is stronger and the Q&A shorter.

Engagement

Begin with a forensic data asset assessment.

A focused engagement that maps your data estate, scores assets against KRYOS frameworks, and produces a board-ready brief on what to recognize, value, productize, and capitalize.