Transform data into strategic decisions
Unlock the value hidden across your enterprise systems. I architect AI-powered integration platforms that connect disparate sources and deliver intelligence that transforms how leaders make decisions.
AI-POWERED
DATA HUB
RAG INTEGRATION
Unlock enterprise intelligence
Data Discovery & Aggregation
Discovery of your proprietary data sources, intellectual property, and hidden information assets. We map what you already own—unlocking value from the systems you use today.
Operational databases, ERP systems, CRM platforms, manufacturing execution systems, point-of-sale data, inventory management, customer databases, vendor portals
Cloud-Native Integration
Connect disparate systems through modern API architectures and real-time data pipelines that scale with your organization's growth and complexity.
API orchestration, ETL frameworks, microservices integration, vendor system connectivity
Real-Time Intelligence
Transform daily operational data into AI-powered strategic intelligence through machine learning pipelines, RAG-enabled knowledge retrieval, and intelligent automation that enables competitive advantage and accelerates decision velocity.
AI-driven dashboards, predictive modeling, RAG vector data sources, intelligent automation, anomaly detection, LLM integration, federated learning
Strategic Advantage
Enable evidence-based decision-making at every organizational level through actionable insights that drive competitive differentiation and operational excellence while maintaining AI security, data sovereignty, and governance controls.
Executive intelligence, operational metrics, strategic forecasting, value realization, AI security controls, data governance, compliance frameworks
Systematic approach to AI-transformation
Discover
2-4 WEEKSStakeholder engagement across operations to uncover hidden requirements and map value opportunities.
Key Focus Areas
Cross-functional discovery workshops • Data source inventory and assessment • Business value mapping • Hidden requirement identification
Design
2-3 WEEKSArchitect cloud-native integration platforms with AI-powered data pipelines and real-time processing.
Key Focus Areas
ETL pipeline architecture • API integration framework • Real-time vs batch processing design • Scalable data warehouse structure
Deploy
3-6 MONTHSBuild actionable intelligence dashboards with role-based insights and iterative user feedback.
Key Focus Areas
AI-powered analytics deployment • Role-based dashboard creation • Iterative development cycles • User acceptance and refinement
Transfer
FINAL MONTHEnable internal team ownership through comprehensive training and knowledge transfer.
Key Focus Areas
Hands-on capability building • Architecture documentation • Best practices training • Operational ownership transition
Vectorize your data for AI-powered intelligence
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Documents
Source data from reports, PDFs, systems, and communications.
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Chunk & Embed
Text is broken into pieces and converted into numeric AI vectors.
03
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Vector Database
Stores semantic vector for AI Integrated search.
04
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Retrieve Relevant Data
AI finds contextually related information at query time.
05
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RAG Generation
Model uses retrieved facts to produce accurate, explainable responses.
RAG transforms organizational knowledge into live, trusted intelligence.
Ready to start your
AI transformation?
Corey Kaye
Data & AI Architect
ENTERPRISE DATA TRANSFORMATION
15+ years architecting enterprise data platforms. AI-powered integration specialist with proven methodology for Fortune 500 organizations.
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