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Better-For-You Cuisine
Cava is a rapidly expanding fast casual restaurant
and CPG brand focusing on delivering a healthy and
customized guest experience. Cava’s culinary-driven
brand has fresh and better-for-you cuisine offering
smart choices for each customer.
The Challenge
In an industry not normally entrenched in data,
delivering insight to the management team in an
easy to consume and secure way can be difficult.
Josh Patchus, the Chief Data Scientist at Cava Grill,
knew that he needed to be powerful, secure, easy to
navigate and easy to change approach. “Over the
years I’ve learned a tool can be very powerful, but if
it doesn’t look pretty and is hard to use; adoption
rates will be terrible.”
Josh wanted to deliver a curated, intuitive data
experience where parameters for models could be
changed easily by managers. Not only did the
visualization of the data need to be stunning and
provide insight, it had to let Josh control access.
The Solution
“When I found the dashboard examples page I
literally said to myself: ‘This is what I’ve been looking
for’. The customizability was truly amazing.
Being able to have dashboards within dashboards
was very helpful to Cava. “We want our analyst to go
to one page and only worry about one set of
dashboards. Shiny makes this easy”.
User authentication was a critical requirement for
Cava. With RStudio Shiny Server Pro authentication
features, each application provides the customized
data access employees need for their job. “We are
able to slice our dashboards into several user levels,
allowing Managers to have their own set of
dashboards, and control access to subdomains like
‘Finance’, ’Stores’, ’Marketing’, and ’Supply Chain’.”
“The other rare feature we needed in an analytic tool
which RStudio helped address is the ability for a user
Open source & enterprise-ready professional software for R
to explore amongst multiple variables. With the
packages dpylr, tidyr and ggplot2 this process is
practically seamless. We can optimize our data any
way we want”.
Why RStudio?
Cava appreciated that the RStudio team contributes
code and creates many R packages to help make
data connectivity, exploration, and manipulation
very easy. Shiny, especially, provides a framework
Cava’s data analysts use to create unique
dashboards.
The Payoff
People adopt new tools when they enjoy using
them. Visualizations and insight compel them to
come back to Cava’s new dashboards. Using R,
RStudio, Shiny, and Shiny Server Pro has allowed
Cava to deliver on the promised curated experience.
It allows people new to the data to see a static view
(the default load). While allowing the more powerful
data savvy people to explore interactively. “Our
Shiny app allows people to play around with the
data to create findings of their own,” says Josh.
About RStudio
RStudio provides open source and enterprise-ready
professional software for the R community. We are
inspired by the people who use our products to
understand and improve the world through data
analysis.
RStudio® and Shiny™ are trademarks of RStudio, Inc. All rights reserved rstudio.com 844-448-1212 [email protected]
“Shiny is in this rare space of being very functional, while still being very customizable. A lot of tools limit the user to a set of graphs and a set of data manipulation tasks. Shiny on the other hand provides a framework that a user can work with to create extra features.”
Josh Patchus, Chief Data Scientist at Cava Grill