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Miracle's Integration Center of Excellence team worked with the customer to understand their requirements and select their API Management platform as Apigee Edge. The solution included,

• Standing up the Apigee platform along with a customized developer portal
• Migrating .NET based APIs to Apigee along with new new development of APIs with end-to-end unit testing
• Enabling network level and message level security which included encryption and threat protection
• Upgraded the APIs from OAuth 1.0 to OAuth 2.0 as a part of the platform setup

Through the implementation of a robust API Management platform and strategy the customer was able to,

• Achieve end to end visibility and monitoring for their API usage
• Ability to enable advanced security measures for APIs; Very critical for financial services related endpoints
• Enabled a enterprise-class platform that would support current and future business needs
• Deployed and released the new API endpoints for integration into their mobile and web apps

Miracle conducted an initial assessment and discovery session to design and architect a cloud-based data lake and data warehousing system on AWS that would enable their business users to access insights and data without putting additional load on their transactional systems; hence increasing operational performance and scalability as well.

The solution involved migration data, workflows, and jobs from an on-premise database to AWS along with automating nightly batch jobs and workflows for loading data from on-premise transactional systems to the data lake. An archival strategy was also implemented to move data to cold storage to improve the cost efficiency of the data warehouse.

• Delivered the project using a Rapid Agile/Scrum Driven delivery model that helped our customers realize incremental gains
• The entire solution was built using serverless architecture and services from Amazon Web Services (AWS) that allowed for a secure and scalable modern data solution for the customer
• Implemented data warehouse with AWS RedShift with AWS Glue and AWS Lambda(Functions) used for the data integration workflows
• Created test automation for regression cycle that allowed for quick and high-quality data workflows being deployed in their environment
• Implemented database level, schema level, and table-level security and authorization
• Developed a hybrid integration environment with AWS and on-premise systems to provide a central source of truth for their data

Through the modernization and migration effort, the customer was able to seamlessly move to a more scalable and feature-rich data solution that also enabled them for their future analytics needs. Some of the benefits the customer experienced with the upgrade are,

• Fully operationalized Cloud-based Data Lake and Data Warehouse solution for analytical purposes using a fully automated environment to extract, transform and load the data with scheduled jobs, thus making their work simpler
• Workflows are managed and processed with AWS Cloud and provided scalability and robust solution for their customer's ongoing analytical needs
• Serverless architecture for their modern data solution enabled them to scale their analytics needs in a cost-efficient and secure manner

• Analyzed the incoming invoice formats and the fields that needed to be extracted
• Conducted a rapid pilot to assess the ability of OCR and NLP to extract the required information
• Designed and documented their Process and Solution Design Documentation (PDD/SDD)
• Implemented a reusable framework using UiPath's Re:Framework in order to allow for the customer to scale to more vendor invoice formats in the future
• Developed required OCR layouts and integrated with the RPA workflow

• Achieved close to 95% straight-through processing of invoices without human intervention
• Achieved a fully automated end-to-end invoice processing pipeline that took digitally scanned invoices (PDFs), extracted the data, validated the items, and posted to their ERP
• Improved the vendor and supplier experience by processing invoices in a quicker and error-free manner
• Repurposed human workforce in Accounts Payable team to work on more value-add work