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Practical writing on AI, data, and automation, from the people who build it.

AI Won't Fix a Chaotic Process. First Check You Have Something to Automate
AIAutomation

AI Won't Fix a Chaotic Process. First Check You Have Something to Automate

Before you pick a tool or a model, check whether you have a process that is ready to be automated at all.

Don't Automate Your Most Important Process First. Pick One the Company Can Learn On
AIAutomation

Don't Automate Your Most Important Process First. Pick One the Company Can Learn On

Your most important process is rarely the best first automation project. How to pick one with the right balance of impact, cost and risk.

An ERP Is Not the Same as Process Automation
AIAutomationERPManufacturing

An ERP Is Not the Same as Process Automation

An ERP can work perfectly well while people still move data by hand between email, PDFs, Excel and other systems. How to find the places where a process still runs on people.

Prompt Caching: How to Cut LLM Costs by up to 90%
AIEngineering

Prompt Caching: How to Cut LLM Costs by up to 90%

Prompt caching can cut LLM input costs by 90% and time to first token by up to 80%. How prefix caching and semantic caching work, and when they pay off.

7 Manual Processes in Manufacturing Worth Checking for Automation
AIAutomationManufacturing

7 Manual Processes in Manufacturing Worth Checking for Automation

Customer orders, supplier confirmations, invoices, production reporting, quality documentation, shipping and reporting. Seven places in a manufacturing company where repetitive work worth automating tends to hide.

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