Data Science and Analytics
Aerospace engineering, manufacturing and sustainment activities have unique datasets that are heavily technical and domain specific. This characteristic makes it difficult for those outside of the aerospace industry to provide the quality and game changing capabilities without an extensive learning curve. How well can a data scientist or data engineer do if they need to spend much of their time trying to understand the data they have been asked to analyze?
We provide both the aerospace domain knowledge and the data science expertise to deliver exceptional analytic results. Whether that is engineering data, maintenance data, logistics or supply chain data.
We leverage the latest techniques and technology:
- Data extract, transform, load (ETL)
- Data cleansing & schema standardization
- Machine learning
- Regression analysis
- Cluster analysis
- Natural language processing
- Data visualization & dashboarding
We also focus on using analysis to deliver on a business result or return on investment, which is often the desired outcome.
- Make data driven decisions / decision support based on actionable insight
- Understand the return on investment for scenarios
- Prediction of future outcomes based on historical trends
- Understand statistically significant trends that may generate future risks
- Define risk probabilities based on historical trends
We can assist our customers with:
- Performing analysis and producing insights and results
- Designing data analytics workloads
- Setting up data analytics tools/software
- Organizing and cleansing data for analysis
- Building data analytics dashboards, both static and interactive
We have the capability to provide data analysis and business intelligence using modern data science tools such as Databricks and python. We are also proficient in business intelligence and data visualization dashboarding tools such as Microsoft Power BI.
Data Security
We understand the data security requirements of the aerospace and defense industry and have implemented advanced information security measures that meet the requirements of DFARS 252.204-7012 and NIST 800-171. Our systems are built on Microsoft 365 Government Community Cloud High (GCC High) and Azure Government, hosted in the same data centers as U.S. Government workloads.
Azure Government is used by Department of Defense (DoD) entities to deploy a broad range of workloads and solutions, including those workloads covered by The DoD Cloud Computing Security Requirements Guide, Version 1, Release 3 at Impact Level 4 (L4), and Impact Level 5 (L5).
More Information
If you would like to learn more about our data science capabilities we have provided links to some additional information and detail. If those do not answer your questions, please contact us for a free consultation.
- Databricks Data Lakehouse for Aerospace
- Power BI Data Visualization for Aerospace
Contact Us
Our Services
- Natural Language Processing Applications
- Databricks Technology Services
- Manufacturing & MRO Simulations
- Aerospace Logistics Analysis Services
- Aerospace Data Science & Analytics
- Research & Development Services
- Aerospace Reliability Engineering
- Aircraft Condition Assessments
- Logistics & Technical Data Support
- Component & Product Reliability Engineering
Contact
64 Green St.,
Warner Robins, GA 31093
1-478-225-4044
info@agingaircraft.aero