Case Studies

Selected operating cases from AI-enabled workflows, market infrastructure, and venture-building work. Public cases stay conservative: no client-sensitive details, no unsupported claims, and no professional advice framing.

CASE 1 / AI-ASSISTED OPERATIONS

AI Accounting Prep Sprint

An AI-assisted preparation sprint that structures bank statements, draft journals, general ledger, trial balance, reconciliation, and missing-support items for accountant-led review.

CASE / RESERVED

Stadis

The Stadis case is reserved for a future public write-up once the source facts, public boundaries, proof level, and approved wording are confirmed.

CASE / USPTO TRADEMARK MONITORING

USPTO Trademark Monitoring Case Study: Detecting a Section 71 Cancellation

How a deterministic USPTO TSDR monitoring system tracked a Madrid Protocol trademark registration, detected a Section 71 cancellation, preserved the official evidence, and escalated the change to trademark counsel.