Agentic AI for Data Foundation

The Challenge Organisations face mounting pressure to maintain robust data foundations that support AI initiatives, analytics programs, and regulatory requirements. Traditional manual approaches—spreadsheet-based mappings, hand-crafted data models, reactive governance—cannot keep pace with exponential data growth, complexity, and velocity.

The Solution Our GenAI-Powered Data Management Framework deploys specialized AI agents that automate critical enterprise data processes using AWS native services including Amazon Bedrock, AWS Glue, and Amazon SageMaker. Six Intelligent Agents, Deployed Your Way:

• DQ Profiler – Automated data quality assessment and anomaly detection
• DQ Recommender – Intelligent remediation suggestions based on patterns
• DQ Validator – Continuous monitoring and validation workflows - Data Modelling Agent – Automated schema generation and optimization
• S2T Mapping Agent – Source-to-target mapping with lineage tracking
• Governance Agent – Policy enforcement, compliance monitoring, and audit trails

Ideal For: -Organizations preparing data foundations for GenAI initiatives - Enterprises managing complex data migrations or consolidations

• Regulated industries requiring continuous data quality and lineage
• Data teams seeking to scale analytics capabilities without proportional headcount growth