Mastering Seamless Data Integration for AI with AWS
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Added: Feb 26, 2025
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Mastering Seamless Data Integration for AI with AWS Arianna Valentini | Director, Product Marketing for Data Integration
How are companies using AI? of leading businesses have ongoing investments in artificial intelligence 91 % Source: NewVantage Increase productivity and efficiency Attract and retain customers with personalized service Enhance and accelerate data-driven decisions C reate new ideas that provide a competitive edge 2
Only 4% of respondents say their data is AI-ready Pitfalls of AI adoption Risks of AI without the foundation of all your business’s relevant, critical data: Inaccurate and unreliable outcomes Bias, unfair, and discriminatory results Inefficient resource utilization Damage to brand and customers Compliance and regulatory failures Eroded user and stakeholder trust Source: 2023 Gartner IT Symposium Research Super Focus Group 3
For trusted AI, you need integrated data Real-time Complete Relevant Strategize and drive your AI/ML initiatives with a business outcome driven approach
Building a solid data integration strategy Monitor and optimize performance and outcomes 5
Impacts of fully integrated data on AI efforts When AI leverages consolidated, accessible data it fosters : Creation of innovative products and services Agility to adapt quickly to emerging trends When AI uses comprehensive, integrated data it ensures: Reliable decision-making Increased value of company data More precise forecasting When AI models are fed with all enterprise data it can: Identify undiscovered inefficiencies and redundancies Streamline workflows, reduced manual tasks, and minimalize errors Increased Efficiency and Reduced Costs Reliable AI Results Faster Decisions in Evolving Markets 6
Precisely and AWS are partnering to deliver data from your mission-critical systems to enhance AI readiness
AWS Mainframe Modernization Data Replication with Precisely Quickly replicate mainframe and IBM i data to AWS Cloud Allow business applications to leverage data mainframe and IBM i in near real-time Agility Replicate mainframe and IBM i data for use with AWS Cloud services Use for reporting, advanced analytics, ML/AI, and migration and modernization Innovation Leverage built-in centralized security, monitoring, fail-over and data sovereignty enabled by target AWS Cloud databases Enable data consistency across mainframe and IBM i to the AWS Cloud with near real-time replication Resilience
Benefits Quickly Replicate mainframe and IBM i data Supports mainframe and IBM i d ata s ources Pay per use by GB of data replicated Resiliency and high a vailability Built in integration with Cloud DB and AWS Services Observability and auditability
How it works Quickly replicate the data into purpose built datastores on AWS to generate business value AWS Mainframe Modernization Data Replication with Precisely Data Replication with Precisely u ses CDC for replication to AWS People Apps Devices Integrate Databases Data warehouse Amazon SageMaker Store, Query, Analyze Act Amazon Bedrock Amazon Aurora Business Intelligence Amazon QuickSight ML Generative AI Amazon Redshift 1 2 3 AWS Cloud Sources Mainframe IMS IBM i Db2 for IBM i Db2 for z /OS VSAM Amazon DynamoDB Amazon MSK
Use Cases 11 Business Insights Digital Operations Web and mobile apps Near real-time fraud detection Chat bots Customer engagement Business insights Reporting AI model training Generative AI use cases Incremental Modernization Start with inquiry services Distributed architecture with CQRS pattern Incrementally offload business functions
Key takeaways 2 AI projects need to be built on a solid data integration strategy 1 AI will make a lasting impact on organizational use cases 3 Precisely and AWS enhance AI readiness 12
Precisely is your trusted partner Powerful business impact We meet you where you are to solve today's challenges and build tomorrow's vision Comprehensive offering Unique combination of software, data and data strategy services Unrivaled experience Decades of domain expertise from a single company Better Data. Better Decisions.