Featured article
AI agents
What is an AI agent, and how is it different from traditional automation?
A practical framework for separating AI agents, chatbots, and rule-based automation by variability, authority, and human oversight.
Read articleNotes from practice
Practical thinking for better automation decisions.
Source-aware, practical notes on AI agents, process automation, and safe integration.
3 practical articles
Process automation
How to choose the right business process to automate
A framework for choosing an automation candidate through repetition, data readiness, exceptions, risk, ownership, and a measurable baseline.
Integrations
How to integrate AI agents safely with CRM and ERP systems
A framework for data boundaries, least privilege, validation, human approval, monitoring, and staged rollout in CRM and ERP integrations.
Next step
Test the right process in a bounded, controlled pilot.
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