Law firm modernizing document automation and data infrastructure
Winstead is a Texas-based law firm with eight offices spanning the South, Midwest, and Northeast, built on Microsoft Office and NetDocuments but actively shifting toward modern data architecture. Current projects include AI/GPT integration, data lakehouse construction, and ETL pipelines — a marked departure from traditional legal-tech stacks. The engineering and data hiring (5 roles across both functions) paired with pain points around document assembly efficiency and enterprise data governance suggests an internal transformation to reduce manual work at scale rather than a client-facing product play.
Winstead is a law firm founded in 1973 with 501–1,000 employees across offices in Austin, Charlotte, Dallas, Fort Worth, Houston, Nashville, New York, San Antonio, and The Woodlands. The firm serves public and private companies, governments, universities, and institutions across real estate, financial services, investment management, higher education, airlines, healthcare, sports business, and wealth management. Legal practices focus on business transactions and litigation; internal operations rely on Microsoft Office, NetDocuments for document management, and HotDocs for template automation. The firm is currently modernizing its operational backbone with data warehousing, lakehouse infrastructure, and AI tooling.
Core tools: Microsoft Office suite (Word, Excel, Outlook, PowerPoint), NetDocuments (document management), HotDocs and Litera Compare (document automation). Backend: Python, C#, JavaScript, React, Node.js, Vue, Angular. Emerging: data lakehouse, ETL pipelines, GPT integration.
Eight locations: Austin, Charlotte, Dallas, Fort Worth, Houston, Nashville, New York, San Antonio, and The Woodlands. Hiring in the United States and Canada.
Other companies in the same industry, closest in size