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    Cybage’s Datatrans: AI–Powered Data Ingestion Accelerator

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    This is an AI-powered, serverless data ingestion and transformation accelerator built on AWS. It automates structured file ingestion for marketing and analytics teams and replaces traditional ETL tools with an AWS-native pipeline. The accelerator is deployable through AWS CloudFormation and is available as a professional services engagement with full implementation support.

    Overview

    Cybage Datatrans enables automated ingestion of batch files into enterprise data platforms using a fully serverless, AWS-native architecture. Files are ingested through Amazon S3 as the default source and processed using AWS Glue and AWS Lambda for validation and transformation. Workflow orchestration is managed using Amazon EventBridge and AWS Step Functions, with processed data delivered to Amazon RDS by default. Understanding the diverse needs of our clients, we’ve designed a highly configurable framework that can easily be extended to support additional sources, as well as various destinations including Amazon Redshift, Snowflake, BigQuery, and data lakes.

    The user-friendly web interface lets users effortlessly configure file formats, schedules, schema mappings, and destinations, all without complex coding. We have incorporated enterprise security controls, including IAM-based access management, AWS KMS encryption, private VPC endpoints, and audit logging through AWS CloudTrail. Datatrans helps reduce manual effort, lower ETL platform costs, and accelerate time-to-insight through automated ingestion workflows.

    Highlights

    • AI-augmented mapping and batch processing using Amazon Bedrock, AWS Glue, and AWS Lambda to automate schema mapping and anomaly detection.
    • Serverless, AWS-native framework supporting flexible source and destination configurations.
    • Configurable integrations including Amazon S3, SFTP, APIs, Amazon RDS, Amazon Redshift, Snowflake, and more. Built-in observability with Amazon CloudWatch, AWS X-Ray, and Amazon SNS for pipeline monitoring and alerting. Enterprise-grade security using IAM, AWS KMS (including customer-managed keys), AWS Secrets Manager, and AWS CloudTrail

    Details

    Delivery method

    Deployed on AWS
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    Reach out to us mailto:business@cybage.com 
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