Illume operates in a space where the stakes are high and the margin for error is slim: financial due diligence for clients navigating complex compliance landscapes. Their analysts are sharp, experienced, and expensive to deploy. But they were spending the majority of each engagement buried in work that demanded patience, not expertise — manually reading through hundreds of pages of compliance manuals, financial statements, and regulatory frameworks to extract a handful of key data points for risk reports.

The arithmetic was brutal. A single due diligence report consumed six or more analyst hours, most of it spent on extraction and template population rather than the risk judgment Illume’s clients were actually paying for. With demand growing and headcount fixed, the firm faced a hard ceiling on how many engagements they could take on at once. And because every analyst extracted data slightly differently, report consistency was becoming an increasing concern — not just for quality, but for compliance.