Twenty years in the weeds of ERP, shop floors, and databases—now applied to AI systems that have to survive audits, outages, and Monday morning reality.
ERP systems
Aptean Ross, SAP Business One—integrations, reporting, and custom extensions.
AI agents & LLM infrastructure
Local and hybrid stacks, tool use, guardrails, and observability for production workloads.
Business intelligence & reporting
From schema design to executive views—reports that match how the business actually closes.
Barcode & compliance labels
ZPL, Zebra ecosystems, GS1, and warehouse-grade print reliability.
Hardware infrastructure
On-premise AI appliances, rack constraints, and edge deployment.
Manufacturing operations
Shop floor workflows, scheduling, and inventory truth across sites.
Rockwell control systems
Integration points between plant controls and business systems.
Database schema & ETL
Modeling, pipelines, and performance for analytics that stay in sync with operations.