IGNITE9 LLC
AI due diligence: start with evidence, not a polished memo
Keep financial reconstruction and investment analysis linked to source documents and review decisions.
IGNITE9 EDITORIAL · TRANSACTION INTELLIGENCE
Start with source quality
Identify which financial statements, contracts, transaction records, and management explanations are actually available. Document missing periods and inconsistent definitions before generating an executive summary. AI cannot repair a missing source by writing confidently.
Trace each material number
A reviewer should be able to follow a figure back to its source and understand adjustments. Separate reported results, reconstructed values, assumptions, and scenarios. Keep transformations reproducible and assign responsibility for approving them.
Use AI to prepare review
Document classification, comparison, discrepancy detection, and draft questions can accelerate preparation. Investment judgment still depends on context, risk tolerance, and professional review. Ask the product team how their implementation handles source references and exceptions.
Publish limitations alongside conclusions
An investment committee packet should make uncertainty easy to find. Note unresolved questions, incomplete coverage, and sensitivity to assumptions. A shorter evidence-linked brief often supports a better discussion than a longer document that obscures its foundations.
Find a relevant starting point
Use our assessment to explore product fit, then discuss scope and availability with the team.
Find your workflow →