CASE STUDIES
Proven outcomes.
Work I have personally delivered as a software engineer and IT leader across manufacturing and multi-site operations. These are the systems and patterns Northwerk now builds into its platform and services.
Agentic AI & MCP Platform
Built an internal AI platform that gives engineers and applications governed, auditable access to enterprise data through MCP, plus the retrieval and agentic workflows that run on top of it.
Outcome Metric
Ad-Hoc AI → Governed Platform, In Daily Use
Primary Stack
PYTHON / FASTMCP / ANTHROPIC CLAUDE
Dealerships
Cybersecurity Compliance & IT Modernization
Zero IT Foundation → 9 Sites Secured & Compliant
ACTIVE DIRECTORY / AZURE AD / GROUP POLICY
E-Commerce Inventory Automation
1.2M+ items/day processed
JAVA / JAVAFX / SFTP
Multi-Site Acquisition & Infrastructure Integration
4 Sites, 2 States, Zero Downtime
AZURE AD / MICROSOFT 365 / INTUNE
Production Visibility & KPI Platform
Took a 200+ employee plant from zero production visibility to real-time dashboards and structured KPI reporting.
Outcome Metric
Zero Visibility → 30+ Live KPIs
Primary Stack
PYTHON / SQL SERVER / T-SQL
ERP Data Integrity Recovery
Found and fixed a 7-year systemic ERP data integrity issue that multiple consultants missed, eliminating an estimated $1M+ per year in manual reconciliation.
$1M+/yr reconciliation burden eliminated
ERP SYSTEM / SQL SERVER / T-SQL
Enterprise Dealer Portal Replacement
Failed Portal → Production Platform
NEXT.JS / TYPESCRIPT / .NET
EDI Integration Rebuild
Silent Failures → Full Visibility
SQL SERVER / T-SQL / EDI PLATFORM