For business owners · AI, explained by playing it

Chat is a conversation. A workflow is a machine.

Most people use AI by typing into a chat box. You ask, it answers, and you carry the answer to the next place yourself. We built something else: a line of tools that does the whole job in order, the same way every time, and only stops when it needs your yes. This page lets you try both.

AI as a chat · waiting on you

You are the engine.

  • It only moves when you type
  • You re-explain your business in every new chat
  • You copy answers in and out of every other app
  • You check every line for mistakes

AI as a workflow · runs on its own

You are the manager.

  • One instruction starts a whole chain of steps
  • Your business is written down once and read by every step
  • It works inside your tools: video, ads, email, files
  • It checks its own work and stops for your approval

01 · The race

One job, done both ways.

A competitor's video is selling well. You want the same kind of ad for your own product, with a brief a filmmaker can shoot from. Press the left button once per message you would have to send. Press the right button once, and watch.

The chat way

You send every message

Your time0m
Messages0
Re-explained0

    The workflow way

    You press go once

    Your time0m
    Machine time0:00
    Steps run0

      Workflow times are the real medians of our last twelve runsChat times are our estimate of doing it by hand

      02 · What's inside

      A workflow is four things a chat doesn't have.

      The AI model is the same kind you already use. What changes is what surrounds it. Here is each part, and the piece of our system that plays it.

      Memory

      The brand folder

      Product, customer, voice, claims we can and can't make. Written once. Every tool reads it before it starts.

      In a chat: you paste it again each time.In ours: one folder per brand, never explained twice.

      The recipe

      A chain of prompts

      The job broken into steps, each with its own written instruction. The output of one step is the input of the next.

      In a chat: one prompt, and you improvise the rest.In ours: 18 stages from video to brief, each one readable on GitHub.

      The keys

      Connections to your tools

      Developers call them APIs. Think of them as keys that let the AI open your apps and do the work there.

      In a chat: you are the copy and paste.In ours: Higgsfield for pictures and video, Meta for ads, Klaviyo for email, Google Drive for files.

      The checks

      Rules it can't skip

      Automatic checks after each step, and hard stops where a person has to say yes.

      In a chat: you are the quality control.In ours: 81 bad frames thrown out in one week, and nothing goes live without a click.

      03 · The line we built

      Run one ad through our tools.

      These are the real stages and the real tools, with pictures from a real ad that went through them. Press run, or tap any station. At the approval step, the line waits for you.

      Want every station in detail?Watch the full ad factory

      04 · The numbers

      What it does in practice.

      48mVideo in, brief out, nobody watching
      52Ad briefs made in six days
      81Bad frames it refused that week
      $1,500A month to run, every tool included

      A team or agency doing the same work costs us about $20,000 a month. The build log has every number and where it came from.

      05 · Where it stops

      A workflow is only as good as its stops.

      Running on its own is the easy part. Knowing when not to is what makes it safe to leave alone.

      It never publishes, sends or spends without a person's go. It never invents a customer quote or a medical claim. If the brand folder doesn't say something, it says "I don't know" instead of guessing. These are written into the prompts as hard stops.

      06 · Your move

      Which step are you on?

      Nobody starts with a full line. Each step saves real time on its own. Tap the one that sounds like you.

      Keep going

      See how the whole thing fits together.

      Prizm Labs is our internal system. It is not for sale.