Data Science + Decision Science
BADIR is Aryng's proprietary Data-to-Decisions framework adopted by many of the fortune 500 companies for their data literacy and digital transformation initiatives.
Why BADIR?
![](assets/img/icon-findresult.png)
BADIR provides guaranteed actionable results
![](assets/img/analytics.png)
BADIR marries data science with decision science
![](assets/img/icon-insight.png)
BADIR enables 10X+ faster generation of insights
![](assets/img/icon-impact.png)
BADIR delivers 20X+ impact by focusing on top drivers
![](assets/img/icon-correct.png)
BADIR is easy to learn and apply to solve problems
What is BADIR?
![](assets/img/badirdataflow.png)
Find the real and actionable Business question
Formulate a hypothesis-driven Analysis plan
Collect relevant Data based on the Analysis Plan
Derive Insights using machine learning & statistics
Drive KPI’s with actionable Recommendation
BADIR vs DMAIC
What’s similar?
- Both have common frameworks to be effective and efficient
- Both frameworks help teams collaborate via defining the problem, gathering relevant data, identifying critical factors, choosing the appropriate analysis methods and implementing
What’s different?
BADIR
- BADIR aims to provide actionable insights through data.
- BADIR is best applied to business outcomes and KPIs
- BADIR uses historical data to solve a business problem.
- It focuses on accelerated improvement versus stability
- It has an inbuilt system to learn any business context.
![Define](assets/img/question.png)
Define
![Measure](assets/img/scale.png)
Measure
![analyze](assets/img/search.png)
Analyze
![improve](assets/img/uparrow.png)
Improve
![control](assets/img/wheel.png)
Control
Six sigma - DMAIC
- Six Sigma aims to identify causes of variation in quality.
- It focuses on process control and stability.
- It requires system analysis before collecting data.
- It is best applied to highly repeatable processes.
- It requires a deep knowledge of the process.