The Wharton Customer Analytics Initiative is looking to provide implementable solutions to companies who are ready to bring their most pressing marketing and analytics problems, and a committed point person, “to the table.” WCAI wants to help push your company to the next level of critical decision-making, informed by your customer data and the Initiative’s deep knowledge of best practices in customer analytics methods. Whether you have data to analyze, or are in need of a road map to begin, WCAI wants to hear from you.

We are looking for problems that fall into any of the following tracks:


Includes problems where the company is in the early stages of developing a long-term analytics plan or seeks strategic direction upon which to launch and prioritize its data collection activities

  • Data collection is not included in this track and would be completed by the company after the project. Deliverables will be a plan format. Examples include:
    • Field experiment design
    • CRM system architecture


Includes problems that need “quick & dirty” data collection plus descriptive analysis

  • Potential next steps will be presented as suggestions beyond the project
  • Deliverables will be in the form of a data file. Examples include:
    • Survey design and implementation
    • Web scraping to capture and append external 3rd party data to internal company data
    • Conjoint Analysis to understand product attribute preferences among a customer base
    • Holdout tests to measure email campaign profitability


Includes problems where the company has already captured data, but the next steps are not currently clear

  • This track may include data cleaning, documenting, identifying and fitting of predictive models to company data
  • Deliverables might be in the form of code and a plan document. Examples include:
    • Customer Segmentation and Latent State Identification for Hidden Markov Models
    • Application of other models such as Churn, CLV or Advertising Attribution

Applications will be accepted through September 25th by 11:59 PM EST and WCAI will select up to three winners. Then, a carefully assembled team of Penn students will devote 100+ hours to deliver a solution back to the company. WCAI will provide faculty leadership, technical assistance, and project management for each student team.

Who is Eligible?

Companies from all industries, sectors, and stages of growth are welcome. Startups and nonprofits are especially encouraged to apply. No geographic restrictions apply.

Must be able to offer a company representative who can commit a minimum of 10 hrs/week for 4 weeks, and must be available on the following dates & times:

  • Monday, October 16th from 4 pm -8 pm
  • Friday, November 17th from 9 am -5 pm
  • Weekly Meetings from October 17th – November 14th with student team. 

View the webinar

View the Webinar

Ready to submit? click to see the application guidelines, submission form, and Challenge details.

Questions? Email

Important Dates for Company Applicants

September 5th and 11th

Informational Webinars

September 25th

Company Applications Due

October 11th

Winning Companies Announced

October 16th

Project Scoping Calls with WCAI & Student Teams

Oct. 17th - Nov. 14th

Weekly Meetings with Company & Students

November 17th

Analytics Accelerator Summit

Fall 2017 Submission is currently closed.

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