What is an AI documentation generator and do they actually save time?
An AI documentation generator is software that automatically creates step-by-step guides by observing your actions — clicks, navigation, text input — as you work. Yes, they save significant time: what takes 1-3 hours to write manually takes 5-15 minutes with an AI generator. The quality varies by tool, ranging from generic screenshot captions to contextual step descriptions.
How do AI documentation generators work?
Most AI documentation generators operate as browser extensions. You click record, perform your task normally, and stop recording. The tool produces a structured document with:
- Screenshots at each significant action
- Step descriptions explaining what was done
- Annotations highlighting the relevant UI element
| Tool | Approach | Output Quality |
|---|---|---|
| Glyde | Captures DOM state + screenshots + structured step data via multimodal AI | Contextual descriptions explaining what and why |
| Scribe | Captures clicks and screenshots | Functional but often generic ("clicked on X") |
| Tango | Captures clicks and screenshots | Similar to Scribe, plus in-app walkthrough option |
Do they actually save time?
The time savings are real and measurable:
- Manual SOP creation: 1-3 hours per document (writing + screenshotting + formatting)
- AI-generated SOP: 5-15 minutes (recording time + quick review)
- Editing overhead: 5-10 minutes to refine AI output vs. 60+ minutes writing from scratch
The caveat: not all AI generators produce equal quality. Tools that produce generic "click here" captions require significant manual editing, which reduces the time savings. Tools like Glyde that use multimodal AI to generate contextual step descriptions require minimal editing. Test any tool with a real workflow from your team before committing.
The biggest time savings come not from creating a single SOP, but from maintaining documentation over time. When a software UI changes, re-recording a workflow takes minutes. Manually updating screenshots and steps in a written document takes much longer.
This answer is part of our guide to standard operating procedures.