From the firm's own write-upReceipt no. 8355
What sucked
Analysts had to classify inconsistent VDR folders, extract key terms from contracts and schedules, compare findings against a diligence checklist, identify missing support, and turn raw notes into findings, manual bottlenecks that slowed deal-focused diligence and made traceability difficult.
What they built
Dotnitron built classification and extraction workflows integrated with source traceability and reviewer approval queues. Rather than replacing the team's methodology, the system prepares reviewer queues and memo drafts while connecting each finding to supporting sources for verification.
What changed
Faster VDR triage
Automated classification of inconsistent VDR folders + term extraction
Source-linked
Each finding connected to its supporting source for verification
Adoption tracked
Accepted/edited/rejected/escalated findings tracked for reviewer trust
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