BlackLine, FloQast
ReconArt, Ledge, Osfin.ai
Stripe Revenue Recognition, Adyen RevenueProtect
Auditoria.ai, Docyt
6 years of reconciliation engineering at Modern Treasury processing $1T+ across 40 banks produced proprietary knowledge of edge cases in transaction matching. Unsupervised ML and vector-space matching learns each customer's transaction patterns without labeled training data, creating accuracy that improves with volume.
Using unsupervised vector-space transaction matching, agentic exception investigation and resolution, and multilingual NLP for cross-border payment reconciliation.
AI-native full-stack insurance carrier underwriting startups and tech companies directly.
Full-stack carrier economics combined with AI automation let Corgi price risk faster than brokers and capture margin that legacy insurers structurally leave on the table.
Loyalty program letting renters earn points on rent payments redeemable for travel and more
Bilt turned rent, the largest recurring consumer expense, into a loyalty rail, which generates network effects across landlords, card issuers, and merchants that no points incumbent had ever bridged.