Big Data & Analytics

Practice Areas Breadcrumb

Big Data & Analytics

VLP advises companies that collect, analyze, and monetize data, from emerging analytics platforms to established enterprise technology providers. Our attorneys help clients address the complex legal and regulatory challenges associated with data-driven business models, enabling them to manage risk and scale their operations.

Our Expertise

Drawing on deep industry knowledge and legal experience, our team counsels data-driven companies as they design, deploy, and scale analytics platforms and data-centric products. We work with clients across a spectrum of technologies and business models, including:

Enterprise data platforms and analytics solutions
Predictive modeling and advanced statistical tools
Business intelligence and data visualization technologies
Data marketplaces and monetization platforms
AI-powered analytics and decision-support systems
Industry-specific analytics in healthcare, finance, retail, and logistics

Legal Services

We support our clients with practical, business-focused legal guidance in areas such as:

Corporate and Venture Finance: Entity formation, venture capital and growth financings, strategic partnerships, joint ventures, and M&A transactions.
Intellectual Property: Protection of proprietary algorithms, models, databases, and software platforms through patents, copyrights, trade secrets, and licensing strategies.
Data Privacy and Governance: Compliance with global data protection laws, including the EU and UK General Data Protection Regulation (GDPR), California Consumer Privacy Act (CCPA), California Privacy Rights Act (CPRA), and sector-specific regulations; development of data governance frameworks and responsible data use policies.
Commercial Agreements: Drafting and negotiation of SaaS agreements, data licensing and data-sharing arrangements, API integrations, vendor contracts, and joint development deals.
Cybersecurity and Risk Management: Security standards, incident response planning, contractual risk allocation, and regulatory obligations related to data breaches and system vulnerabilities.
Employment and Compensation: Executive compensation, equity plans, employment agreements, and mobility considerations for founders, data scientists, and engineers.
Regulatory and Compliance Counseling: Emerging legislation governing automated decision-making, algorithmic accountability, cross-border data transfers, and industry-specific compliance requirements.

Partner With a Trusted Advisor

VLP attorneys combine technical fluency with sound legal judgment to help data and analytics companies address the legal challenges associated with collecting, using, and commercializing data. Whether you are raising capital, launching a new product, or navigating a complex regulatory landscape, we can assist you in moving quickly and confidently while managing risk.

Practice Insights

Technology Transactions

Privacy

Corporate

Intellectual Property

Employment

Executive Compensation