Due diligence analysis with four risk perspectives
Due diligence is about finding what's hidden. Four AI models with different analytical approaches surface risks, red flags, and questions that a single model — or a single analyst — might overlook.
Due diligence failures are catastrophically expensive
- A single analytical framework will systematically miss certain categories of risk
- AI models trained on success stories underweight failure modes and edge cases
- Due diligence requires both quantitative analysis and qualitative judgment calls
- The risks that kill deals are usually the ones nobody thought to check
Example Prompt
“We're evaluating an acquisition of a 50-person B2B SaaS company. Revenue is $4M ARR growing 60% YoY, but customer concentration is high — top 3 customers are 45% of revenue. What risks should we investigate?”
Where models agree
- All models flag customer concentration as the primary risk requiring contractual protections
- All recommend analyzing churn by cohort rather than relying on aggregate retention metrics
- All identify key-person risk in a 50-person company as requiring thorough assessment
Where models disagree
- The Architect focuses on technology risk — technical debt, scalability ceiling, and infrastructure costs at scale
- The Philosopher raises ethical and cultural integration risks that could cause post-acquisition talent flight
- The Maverick argues that 60% growth with high concentration suggests the product works but the sales motion doesn't — a fixable problem that the market is overpricing as risk
The synthesis
The synthesis categorizes risks into three tiers: deal-breakers (customer concentration without contractual protections), material risks requiring price adjustment (technical debt, key-person dependency), and manageable risks (sales motion, cultural integration). It recommends specific due diligence steps for each tier.
Frequently asked questions
Can Synero replace professional due diligence?
No. Synero is an analytical tool that helps identify risks and generate investigation frameworks. It should complement — not replace — professional legal, financial, and technical due diligence conducted by qualified advisors.
What types of due diligence does Synero help with?
M&A due diligence, vendor assessment, partnership evaluation, investment due diligence, and technology assessment. Synero is most valuable early in the process for identifying what to investigate, and later for stress-testing findings.
How do the advisor roles map to due diligence?
The Architect focuses on financial and structural analysis. The Philosopher examines ethical, cultural, and long-term implications. The Explorer finds cross-industry patterns and analogies. The Maverick plays devil's advocate — arguing against the deal to surface hidden risks.
Surface the risks you haven't considered
Four AI analysts running due diligence from four angles. One comprehensive risk assessment.
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