Decision intelligence platform for industrial manufacturing. Connects to CRM, ERP, and CMMS systems and monitors industry and macroeconomic conditions to compute leading indicators, generate predictions, and deliver daily executive briefings.

Self-hosted decision runtime that learns from delayed feedback. LLM routing today, operational policy more broadly.

Enterprise systems portfolio — commerce, supply chain, manufacturing, and logistics platforms. Private demos available; public projects showcase analysis, modeling, and requirements engineering.

Evidence-led trust risk assessment project that maps public exposure signals into actionable risk narratives.

Operational execution intelligence and automation workflow architecture.

Operational Intelligence Infrastructure for enterprise-scale analytics, forecasting, anomaly detection, and executive intelligence. AtlasOps AI combines deterministic statistical engines with schema-intelligent data ingestion and AI-assisted operational interpretation, delivering a Bloomberg-style analytics experience built with Next.js 16, TypeScr

NWMSU Continuous Intelligence: Week 5 Drift Detection

Experimental AI agent and operational intelligence lab by DevFlow Labs.

Intelligence isn’t IQ—it’s an OS.

Real-time traffic intelligence agent for public infrastructure data

Distributed infrastructure architecture, orchestration systems, operational intelligence, and execution coordination concepts behind DOOB.

Infrastructure topology diagrams, orchestration flows, distributed system mapping, and operational architecture visualization.

End-to-end telecom KPI anomaly detection pipeline using Isolation Forest, Amazon S3, and SageMaker Random Cut Forest training.

Healthcare analytics portfolio project demonstrating SQL, business analysis, operational intelligence, workflow analytics, KPI engineering, and dashboard development.

AI-powered real estate operations and automation platform integrating workflows, AI agents, and operational intelligence.

AI-powered healthcare operational intelligence and no-show analytics system

Operational Intelligence system for e-commerce. Uses Airtable math & GPT-4o to calculate 'Days of Cover'. Autonomously triggers a Procurement Agent (for reorders) or a Marketing Agent (for dead stock) based on real-time velocity.

Simulates how information degrades, delays, escalates, or disappears inside complex organizations.

Operational intelligence, execution observability, orchestration analytics, and infrastructure monitoring research.

Signal-based framework that correlates operational data across domains to determine real-time service state — STABLE, DEGRADED, or AT-RISK.