Aleksandr Tynianov

What AI features we most often add to Retool apps

Most AI features inside internal tools are not flashy. They solve small operational problems that teams deal with every day. The features we add most often are:

Classification: Automatically tagging tickets, requests, or...

3 mistakes teams make when adding AI to internal tools

AI can improve internal tools, but only when it’s applied correctly

Here are three common mistakes:

Automating unclear workflows If the process isn’t defined, AI will only scale confusion

Overusing chat UI Not every task needs a...

AI chatbot vs AI inside workflows

Many teams start with AI as a chatbot. It’s visible, easy to test, and feels powerful, but in day-to-day operations, it’s often not where the real value comes from

AI chatbot - Requires users to ask questions - Lives outside existing workflows -...

AI won’t replace internal tools; it will live inside them

Some teams expect AI to replace dashboards, admin panels, or operational systems. More often, it becomes valuable inside them. Internal tools still provide what AI alone cannot:

Structured workflows Clear steps,...