AI Tools That Replace Manual Analysis
AI analysis tools: pattern detectors finding trends in sales, document summarizers extracting key points, and anomaly detectors flagging outliers.
February 2026
AI Systems for Measurement and Insights
AI measurement ideas: anomaly detector flagging unusual patterns, trend identifier detecting changes early, and correlation finder revealing relationships.
November 2025
Automation Design Principles: Building Reliable and Maintainable Workflows
Build reliable automation with simplicity, error handling, observability, and modularity. Design workflows that fail loudly, not silently.
Automation Ideas for Knowledge Workers
Knowledge work automation: email sorting for inbox zero, meeting scheduling finding times, report generation from data, and research aggregation tools.
October 2025
Automation vs Manual Processes
Automation is fast, consistent, scalable but brittle on edge cases. Manual processes are flexible, handle exceptions, have lower startup cost.