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Everything below is running, being piloted, or in active development. Status is honest, metrics are either measured or clearly marked as targets.
StrategicMarketplace
AI-Native Wine Distributor
20 AI agents across 7 operating units
A traditional wine distributor was sitting on 101 months of inventory in the budget segment and carrying material receivables from a handful of debtors. Scaling with headcount was off the table — margins could not support it.
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Offshore Digital Bank — AI Onboarding + VIP Manager
KYC / AML automation for a Class A license
11 of 19 KYC scoring questions were being answered by hand. Seven HIGH-priority compliance alerts had been open for three weeks. Onboarding time was bleeding out, and relationship managers had no tool to prep VIP interactions.
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