Enterprise AI Solutions
Hosted and local AI, connected tools, enterprise data, and edge systems designed as practical business capabilities.
Explore the case study →I’m Steven Sereg, an enterprise solution architect and hands-on technical lead with more than 30 years of experience turning complex technology environments into practical, connected business solutions—from PeopleSoft and Oracle to cloud platforms, APIs, edge devices, and intelligent software.
My work spans mainframe, client-server, web, cloud, hybrid, mobile, embedded, and distributed environments. That range allows me to see beyond a single product or technology and design solutions around the full business process. I also bring formal team supervision and hands-on leadership across Agile delivery, service management, releases, incidents, and production support.
Deep experience with PeopleSoft, Oracle, Kinaxis, ERP development, business processes, reporting, security, integration, upgrades, and long-term application support.
Connecting applications, APIs, databases, cloud services, devices, and user experiences so information can move where it is needed with less friction.
From discovery and proof of concept through team planning, implementation, release, stabilization, operations, and modernization—balancing business value with technical reality.
Exploring new approaches to data handling, distributed communication, intelligent routing, local processing, and AI-assisted business services.
These case studies show how I approach business problems across enterprise software, integration, commerce, connected environments, AI, and data communication. They are intentionally presented at a high level; proprietary implementation details are not published.
Hosted and local AI, connected tools, enterprise data, and edge systems designed as practical business capabilities.
Explore the case study →An active distributed-systems prototype exploring governed data representation, edge-to-central coordination, local AI, and evolving transport decisions.
Explore the current prototype →An edge-AI concept for controlled media processing, privacy-aware communication, operational awareness, and enterprise integration.
Explore the case study →A data-centered solution concept focused on controlled information exchange, privacy-aware processing, and adaptable connectivity.
Explore the case study →A resilient connected-environment concept for devices, local services, and communications across changing network conditions.
Explore the case study →An integrated commerce platform created to connect storefronts, vendors, customers, inventory, and digital sales.
Explore the case study →A retail transformation case study combining e-commerce, vendor collaboration, operations, and customer experience.
Explore the case study →A small-business technology case study spanning retail operations, web commerce, POS, accounting, and customer management.
Explore the case study →More than three decades of enterprise application architecture, development, integration, modernization, and support.
Explore the case study →Steven Sereg specializes in enterprise solution architecture, PeopleSoft and Oracle technologies, systems integration, cloud and hybrid platforms, software development, AI-enabled workflows, and connected device environments. His work emphasizes translating complex technical capabilities into practical business solutions.
Technology is most valuable when it makes the business easier to operate, the information easier to use, and the system easier to adapt. My focus is not adding technology for its own sake. It is finding the right combination of existing platforms, integration, automation, and new ideas to solve the actual problem.