Prism

Karla is a platform that lets you design and run automated workflows powered by Large Language Models. You define a series of steps using simple prompts, and the system executes them, allowing the AI to perform actions like browsing the web, searching for information, or editing files in connected apps like Google Drive and Notion. The core idea is to move beyond single AI conversations into multi-step processes that accomplish tangible tasks.

What sets Karla apart is its focus on transparency and control. Instead of being a mysterious black box, it uses a structured format called the Prism Process Definition (PPD), which makes every action explicit. You see exactly what the AI is doing at each step and set clear boundaries for its interactions. It's also model-agnostic, meaning you aren't locked into a single AI; you can choose the LLM that works best for your specific workflow.

This tool is ideal for anyone who regularly performs repetitive, multi-part tasks that involve gathering data, processing information, or managing content across different apps. It's particularly useful for developers, researchers, and operations specialists looking to automate complex sequences without writing code. For example, you could build a workflow that scrapes data from a website, summarizes it using an AI model, and then saves the result to a specific folder in your cloud storage, all running on a schedule.