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Alternative Data / Data Scraping

We offer a variety of services to support companies navigating the alternative data space. With years of experience advising clients across many sectors on the acquisition, use, and monetization of alternative data, we understand the legal and business risks surrounding these activities and can help companies mitigate them. We are happy to provide any combination or tailoring of the services listed below, or discuss other ways we can assist your company.

Alternative Data/Webscraping Training

We provide training to discuss legal issues related to webscraping and alternative data, including: 

  • Alternative data categories and key questions
  • Legal framework for webscraping and other alternative data sources
  • Risk mitigation and policy considerations
  • Considerations for using third-party vendors

Trainings typically last 60-90 minutes, including time for questions, and we can also provide a copy of the presentation slides in addition to our standard due diligence questionnaire and model contract clauses.

Development of Internal Webscraping Policies & Procedures

We develop internal webscraping policies and protocols to capture clients’ unique approaches to in-house webscraping activities and other alternative data use practices. We often prepare these following an alternative data/webscraping training, but they can also be developed independently.

Alternative Data Vendor Management Process

We work with clients to develop and formalize internal processes for evaluating and vetting alternative data vendors. Our vendor review process begins with an introductory conversation to identify the different vendors a client is using or considering engaging. We then develop a classification scheme based on the type of information the vendors are collecting and providing. For each vendor category, we can provide content-specific due diligence questions and recommend contractual clauses for inclusion in vendor contracts.

Alternative Data Counseling

We are available to answer questions and provide general counseling on issues pertaining to alternative data acquisition and use. Counseling can include reviewing specific vendor contracts and responses to vendor diligence questionnaires, assessing the relative risk of internal or externally run scrapes, or otherwise assisting in the vendor diligence and engagement process. This work is can be conducted hourly or on a per vendor basis.

Billing That Works the Way You Do

We aren’t a typical law firm and we don’t bill like one either. We customize our billing practices to fit each client’s needs—building flexibility, transparency, and trust into every engagement. Whether through flat fees, monthly retainers, or competitive hourly rates, we focus on delivering clear value and predictable results, so you can plan confidently and stay focused on what matters most.

  • <h5>MONTHLY RETAINERS</h5>
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    MONTHLY RETAINERS

    We handle all of the legal work in a given area or subject matter for a monthly retainer, which we can adjust upward or downward as the work ebbs and flows.

  • <h5>FLAT/PROJECT FEES</h5>
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    FLAT/PROJECT FEES

    Under this model, we take the risk that we have underestimated the time that needs to be spent. If it takes longer, you still don’t pay more. If we are very efficient, we get the benefit of our efficiency.

  • <h5>COMPETITIVE HOURLY RATES</h5>
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    COMPETITIVE HOURLY RATES

    Because we work collectively to solve your problems, a majority of our attorneys are available for the same hourly rate, except our Fellows and Junior Attorneys who bill at lower rates and are perfect for tasks you don’t want to pay a legal veteran to do.

What clients are saying...

“I always feel like I get a calibrated response from ZwillGen on how to deal with particular types of issues. I think they are a friendly bunch of lawyers and do top notch work in terms of client service.”

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“ZwillGen provides a rapid response, dependability, quality service, and knowledge in the subject matter.”

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“ZwillGen specializes in all things privacy and data security. We use them for all of our privacy litigation and I find their advice to be extremely practical, business-friendly, and easy to implement.”

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