FEATURED PROJECT

Transforming Africa Practice's Analysis with Google Cloud

Africa Practice sought to improve its manual, error-prone analysis process. CloudSmiths automated this process using Google Cloud technologies, including Cloud Run, Cloud SQL, Kubernetes, Cloud Functions, and CI/CD. Our solution utilised a custom Neural Network and Factorization Machine to streamline data collection and analysis, enhancing accuracy and efficiency. This automation allowed analysts to focus on strategic decision-making and deliver higher-quality insights. The ongoing partnership ensures Africa Practice remains at the forefront of consultancy services with cutting-edge technology.

Google Cloud
South Africa
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Automating Article Collection and Analysis: 

We implemented a range of Google Cloud technologies to automate the collection and analysis of articles. Previously, analysts manually entered data into spreadsheets, which was both inefficient and error-prone. With our solution, articles are now automatically saved into a centralised database. Using machine learning, specifically a custom Neural Network and a Factorization Machine, the system links articles by similarity, streamlining the analysis process and improving the accuracy of the insights generated.

Improved Efficiency and Insights:

The new system allows analysts at Africa Practice to quickly access a comprehensive database of collected articles. They can generate detailed reports that show the direct and indirect effects on their clients' businesses. Additionally, the system recommends relevant articles based on those previously added, enhancing the quality and depth of the analysis. This automation has significantly improved the efficiency of their operations, allowing analysts to focus on strategic decision-making and delivering higher-quality services to their clients.

Enhanced Accuracy and Consistency:

By replacing manual data entry with automated processes, we have ensured greater accuracy and consistency in the analysis performed by Africa Practice. The integration of cloud technologies has revolutionised their approach, enabling them to deliver valuable insights with improved precision.

Ongoing Partnership: 

Our partnership with Africa Practice is ongoing. We continue to work closely with their team, providing support and developing new solutions to meet their evolving needs. Our commitment is to ensure that Africa Practice remains at the forefront of consultancy services by leveraging the latest advancements in cloud technology.

PLATFORM
TECH STACK

Google Cloud Run

Google Cloud SQL

Kubernetes

Google Cloud Functions

CI/CD