How does this business actually work?
Map the customer, product, revenue model, costs and dependencies. Identify what has to go right for an investor to earn a return.
A rigorous AI investigation skill for venture capital, private equity, and private credit teams. It tests management's claims against the underlying records, challenges competing explanations, and traces the consequences to potential investor returns.
The skill does not start by writing a report. It first works out what would make or break the investment, then investigates the questions that could change the decision. Each conclusion is tested against the records, not simply repeated from a pitch deck.
Map the customer, product, revenue model, costs and dependencies. Identify what has to go right for an investor to earn a return.
Choose the most consequential uncertainty, such as whether new sales are repeatable or retention is sustainable, instead of checking everything with equal weight.
Rebuild the relevant figures from source files, test credible rival explanations, and separate what is proven from what still needs evidence.
Trace the result into growth, margins, cash needs, future dilution and potential returns. Investigate the next material question, or state what cannot yet be resolved.
A clear thesis, decisive evidence, alternative explanations, scenarios, risks, open questions and conditions that would change the conclusion.
The synthetic ColdThread data room presents a convincing growth story. The investigation goes deeper than the headline metrics: it recalculates customer retention, compares operating cost classifications, and tests whether the sales plan can support the proposed valuation.
ColdThread and its operating records are fictional. Figures illustrate the research method and are not real company performance.
Everything below is available without sharing a real deal. Take a look at the report, then tell us what you would want tested in your own underwriting workflow.

A 13-page synthetic investment committee example with operating analysis, scenario charts, risks, and decision conditions.
Open the PDF ↗See how the skill chooses consequential questions, verifies management metrics and traces different company outcomes to investor returns.
Watch the explainer ↑Register to download the Investment Case Investigation skill package for Claude, ChatGPT, or a compatible private AI environment. This is an early-access technical preview, not a managed SaaS application.
Download the skill for your own AI environment. Your deal information stays with you.
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Every fund has its own strategy, diligence standards and investment committee requirements. A98 can work with your team to develop a specialized skill around how you actually evaluate opportunities, challenge evidence and reach decisions.