AI-Powered Data Transformation for a Major Asia-Pacific Bank
Data Lineage & Graph Analysis System using AWS Bedrock
2 minute read
The Challenge
Our client faced significant data chaos, with fragmented, duplicated and opaque data, making it difficult to trace sources, avoid resource waste and maintain consistent truths. This led to quality issues, compliance risks, delayed reporting and hindered AI innovation, ultimately threatening customer trust and business performance.
The Solution
We implemented a GenAI-powered data lineage and graph analysis system. The solution integrates foundation models (Claude/GPT via Bedrock), agentic workflows (LangGraph and Bedrock Agents) and Neptune DB for lineage traversal. It enabled trusted data sources, proactive quality checks and natural language queries; driving compliance, operational efficiency, AI innovation and customer advocacy.
The Challenge
Our client faced significant data chaos, with fragmented, duplicated and opaque data, making it difficult to trace sources, avoid resource waste and maintain consistent truths. This led to quality issues, compliance risks, delayed reporting and hindered AI innovation, ultimately threatening customer trust and business performance.
The Solution
We implemented a GenAI-powered data lineage and graph analysis system. The solution integrates foundation models (Claude/GPT via Bedrock), agentic workflows (LangGraph and Bedrock Agents) and Neptune DB for lineage traversal. It enabled trusted data sources, proactive quality checks and natural language queries; driving compliance, operational efficiency, AI innovation and customer advocacy.
The Results
Trusted Data Lineage
Conversational AI
Scalable AI Deployment
Our Process
Our agile process prioritized specific journeys to release to market according to customer and business needs.
Discovery
Found fragmented data landscape through stakeholder interviews and analysis.
Design and Development
Created GenAI solution with foundation models.
Outcomes
Delivered a data lineage and graph analysis system with measurable outcomes like trusted data sources and improvements in compliance, efficiency and innovation.
Ongoing development and support
KPI tracking and incident response playbooks ensure ongoing improvement.
About AI
700+
AWS Certifications
50+
Gen AI Projects
200+
AI and ML Practitioners
Our Service Offering
We offer tailored AI roadmaps and deployment strategies that align with your business goals and deliver measurable value.
We manage all aspects of data, from ingestion to governance, and prepare high-quality data usage frameworks to accelerate AI efficiency.
We work with you to create bespoke AI-enabled systems from LLM-powered workflows to modernized codebases to enhance your business operations.
We design and deploy scalable, secure AI infrastructure and support ongoing model management to monitor performance and maintain compliance.
We work at the cutting edge of AI innovation to deliver ready-to-use AI solutions tailored for enterprise clients.
Our Service Offering
AI Strategy and Architecture
We offer tailored AI roadmaps and deployment strategies that align with your business goals and deliver measurable value.
AI Data Management and Governance
We manage all aspects of data, from ingestion to governance, and prepare high-quality data usage frameworks to accelerate AI efficiency.
AI Software Engineering and App Development
We work with you to create bespoke AI-enabled systems from LLM-powered workflows to modernized codebases to enhance your business operations.
AI Infrastructure and Deployment
We design and deploy scalable, secure AI infrastructure and support ongoing model management to monitor performance and maintain compliance.
Pre-Built AI Accelerators and Solutions
We work at the cutting edge of AI innovation to deliver ready-to-use AI solutions tailored for enterprise clients.
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