Case Studies
Real examples of AI systems we have built and the results they produced.
Full Internal Operating System for a 50-Person Agency
15 integrated modules built in 105 days. 32 daily users across campaigns, creative, meetings, and AI tools.
Bulk Campaign Management Across 500+ Accounts
Launch time cut by 85%. Reporting across 500+ accounts in a single dashboard. 10+ hours saved per week on manual work.
Cut Investment Memo Prep Time 70%
A deal screening and memo engine that reads CIMs, models, and memos together. 70% less memo prep time and 3x fewer underwriting inconsistencies.
Tripled Investment Committee Prep Depth
Senior MD judgment encoded into AI personas, benchmarked against 1,000+ past deals. 5x more analytical angles surfaced on every deal.
A Sell-Side Deal Operating System
From messy financials to buyer outreach. CIM drafting, buyer-list building, and a deal dashboard, with a human checkpoint on every output.
A QoE Production Engine for Boutique Diligence
From a messy data room to a checked first-draft QoE report. Data extraction, human-verified tie-outs, and source-traceable figures.