# Automation Insights — Hassan Suhail

> Practical guidance for leaders and operators deciding what to automate, how to control it and how to measure whether it helped.

## Articles

- [How to choose your first automation project](https://hassansuhail.com/insights/how-to-choose-first-automation-project/index.md): A practical test for finding a workflow that is valuable, measurable and safe enough to automate well.
- [AI agent or chatbot: what does your business actually need?](https://hassansuhail.com/insights/ai-agent-vs-chatbot/index.md): Understand the operational difference before investing in an interface that may be more autonomous than the process requires.
- [How to assess automation ROI without inventing numbers](https://hassansuhail.com/insights/automation-roi-without-invented-numbers/index.md): A grounded measurement model for time, quality, delay and operational risk.