My journey began in Berlin with Streamhub UG, which became the primary production vendor for Google Developers and Google Launchpad. Streamhub UG shot over 200 stories for Google across 31 countries, highlighting TensorFlow, the Android Platform, and Google Business. Since then I have moved full-time into data engineering, Vision LLMs, and mass consumer arbitration in Dallas, Texas.
I built OBE to solve the document gridlock of high-volume litigation, drawing on my work with trial lawyer Charles Bennett and the intake paralegals at Bennett Legal.
How fourteen years of international production, AI research with Google, and courtroom litigation intake created the foundation for OBE.
My journey began in the vibrant startup scene of Berlin, Germany, where I founded Streamhub UG, a production company. I served the startup ecosystem and soon became the primary video production vendor for Google Developers and Google Launchpad. For nearly a decade, I worked with high-growth startup founders globally, producing content that highlighted their innovations.
Streamhub UG shot over 200 stories for Google, highlighting technical breakthroughs and social impact across TensorFlow, the Android Platform, and Google Launchpad. This included 20 global stories across 31 countries specifically for Google Business. In 2018, I collaborated with AI pioneer Peter Norvig on an AI story for Portal Telemedicina, demonstrating how TensorFlow and Google Vision identified cancer cells by connecting legacy hospital systems with advanced machine learning models.
Through extensive work in software development and AI, particularly during the 2020 COVID-19 pandemic, I recognized the limitations of travel-based production. That led me into programming, focusing on Vision LLMs, and into full-stack and data engineering. This expertise culminated in data structuring roles, including my position as Chief Technology Officer at Bennett Legal in Dallas, Texas.
At Bennett Legal, I encountered the complexities of consumer arbitration and the critical need for efficient data processing in mass arbitration cases. That insight led me to develop an internal solution, OB, alongside legal professionals Charles Bennett (trial lawyer) and the firm's intake paralegals.
This is the breakthrough angle for OBE: where 14 years of creative storytelling and high-volume acquisition converge directly with frontier AI and legal data engineering. I productized a 360-degree model within OBE that pairs a dedicated creative pipeline for Meta Ads and ad capital with an integrated case marketplace. The system channels claimants from their first ad interaction through automated intake, structuring facts and managing the entire workflow from ad click to statement of claim.
My vision for OBE is an integrated system where software structures claim facts, verifies documents, and compiles filing packets. Attorneys review and sign off, and spend their hours evaluating legal merits.
My mission is to modernize legal intake operations by building an end-to-end platform that automates data extraction, document verification, and qualification workflows. It eliminates duplicate data entry, so legal teams can focus on case strategy, counsel clients directly, and accelerate matter throughput.
I build systems that turn intake from an administrative bottleneck into an auditable intake pipeline, so attorneys can spend their time practicing law.
Automate data processing, document generation, and intake workflows so case facts flow straight from the claimant into clean case packages.
Free legal professionals from manual data entry and document gathering, transforming their roles into reviewers who engage in deeper client interactions.
Equip legal teams with concrete document checks, mathematical violation proofs, and verifiable chain-of-custody logs for every claim.