AI & Data Insights
Practical perspectives on AI implementation from a team that has shipped 7 production systems.
Featured
AI EngineeringHow We Automated 1,000+ Parking Violations Per Week in 30 Days
A technical walkthrough of the AI system we built for a US parking management company — OCR, LLMs, human-in-the-loop, and what broke on day one.
AI EngineeringEnterprise Agentic AI Governance: Why AI Agents Fail Before Production
Most enterprise AI agents do not fail at the demo stage. They fail when production asks harder questions about business value, cost, accountability, permissions, observability, and governance.
AI StrategyPilot to Production: 5 Things That Always Break (And How We Handle Them)
Honest operational lessons from 7 production AI deployments. The patterns that trip up every project — and the playbook we developed to handle them.
Data EngineeringThe Data Quality Jigsaw: Why & How
Discover effective strategies to improve data quality and ensure reliability in big data projects. Learn how to enhance data accuracy, consistency, and integrity for better decision-making in your enterprise.
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