New York's workflow automation demand is concentrated in financial services, legal, healthcare, media, and real estate — industries that define the city's economy and operate at scales where manual workflow costs are staggering. Financial services is the largest market: Wall Street firms, private equity, hedge funds, and the fintech ecosystem process enormous volumes of structured workflows — trade processing, client onboarding (KYC/AML verification chains that can take 2-4 weeks manually), regulatory reporting (SEC, FINRA, NYDFS filings with strict deadlines and formatting requirements), fund administration, and investor communications. Each workflow involves multiple systems (Bloomberg, Salesforce, custodian platforms, portfolio management systems, compliance databases) that do not natively communicate. The Big Four accounting firms and financial advisory companies in Manhattan handle audit workflows, tax preparation chains, and advisory engagement management that involve thousands of documents moving through structured review processes. Legal is the second major market: New York's Am Law 100 firms and the thousands of mid-market firms handle case management, document review, billing, conflict checking, and client communication workflows that are overwhelmingly manual. A typical litigation matter generates workflows across document management (iManage, NetDocuments), time tracking (Clio, PracticePanther), billing, court filing, and client communication that are coordinated through email. Healthcare: the NYC Health + Hospitals system (the largest public healthcare system in the US) and private healthcare networks (NYU Langone, Mount Sinai, NewYork-Presbyterian) process patient intake, insurance verification, prior authorization, referral management, and billing workflows that involve clinical, administrative, and insurance systems that were never designed to work together. Real estate: New York real estate transactions involve workflows across brokerages, management companies, law firms, title companies, lenders, and government agencies (NYC DOF, ACRIS) — each step manual, each handoff a potential delay.