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Description
To enhance a process effectively, the initial requirement is a thorough understanding of it. Bloomfilter leverages process mining to scrutinize time-series data from your entire infrastructure, constructing a tailored model of your software development workflow and assisting in its optimization. It provides insights into the cost distribution across building, running, and maintaining software. While the art and science of software development coexist, teams that utilize data-driven methodologies tend to release products more frequently and foster quicker innovation. Convert sprints and story points into monetary values to gain a clearer perspective. Identify breakdowns within your process and receive recommendations for improvement. Enhance predictability during work scoping and improve estimations for the delivery of new features. Additionally, receive unbiased evaluations of your development practices articulated in comprehensible terms for all stakeholders involved. This comprehensive approach drives continuous improvement and aligns the team towards common goals.
Description
Robyn is a cutting-edge, open-source Marketing Mix Modeling (MMM) tool created by Meta’s Marketing Science team for experimental purposes. It aims to assist advertisers and analysts in constructing thorough, data-driven models that assess how various marketing channels affect business results, such as sales and conversions, while ensuring privacy through aggregated data. Instead of depending on tracking individual users, Robyn delves into historical time-series data by integrating marketing expenditure or reach information—encompassing ads, promotions, and organic initiatives—with performance indicators to evaluate incremental impacts, saturation effects, and carry-over dynamics. The package utilizes a combination of classical statistical techniques and contemporary machine learning methods; it employs ridge regression to mitigate multicollinearity in complex models, performs time-series decomposition to differentiate between trends and seasonal patterns, and incorporates a multi-objective evolutionary algorithm for optimization. This innovative approach allows businesses to gain deeper insights into their marketing effectiveness and make more informed decisions based on robust analysis.
API Access
Has API
API Access
Has API
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
Free
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Bloomfilter
Founded
2022
Country
United States
Website
www.thebloomfilter.com
Vendor Details
Company Name
Meta
Founded
2004
Country
United States
Website
facebookexperimental.github.io/Robyn/