---
title: AI Demo Inputs
description: How Edgaze uses AI to prefill demo inputs, why examples can be wrong, and what you should verify before trusting a result.
source: https://www.edgaze.ai/docs/ai-demo-inputs
section: resources
---
# AI Demo Inputs

> How Edgaze uses AI to prefill demo inputs, why examples can be wrong, and what you should verify before trusting a result.

**Audience: Buyers trying free demos and creators shipping demo-ready workflows.**

**Outcome: Understand that demo prefills are AI-assisted examples, not verified facts, and know what to check.**

## Overview

On free demos and product embeds, Edgaze can prefill example inputs so you can run a workflow in one click. Those prefills are generated with AI to illustrate a realistic path through the product. They are not a claim that the sample data is accurate, complete, or right for your situation.

The run itself is still a real execution of the published workflow. The AI step only seeds the starting inputs (and sometimes related example framing) so the demo feels immediate.

## Why we prefill with AI

Blank forms slow first runs. Prefills help you:

- see what kind of input the workflow expects;
- experience a finished result without inventing sample text; and
- decide faster whether to clear the examples and try your own data.

Creators still publish the workflow graph and pricing. Prefills elevate the demo experience; they do not rewrite the workflow or invent a paid purchase.

## What can go wrong

Generative models can produce incorrect, outdated, biased, or odd example content. Prefills may:

- invent names, employers, metrics, quotes, or credentials;
- miss the tone or domain the creator intended;
- include details that look plausible but are false; or
- be a poor fit for your real use case.

Workflow outputs built on those inputs can also be wrong. Edgaze does not guarantee that AI-generated examples or the resulting Outputs are accurate. Review both before you rely on them.

See also [Content Disclaimer](/docs/content-disclaimer) for broader rules on AI Outputs and product results.

## What you should do

1. Skim the prefilled fields before you hit run.
2. Change anything that looks off, or use **Change the example inputs** and enter your own.
3. Treat the demo result as a product preview, not verified advice or a certified outcome.
4. For real work, use your own inputs after you understand the workflow.

## For creators

Keep listings honest. Prefills are meant to show a normal path through your product, not to oversell one-off results. If your workflow needs precise or regulated inputs, say so in the listing and encourage buyers to replace examples with their own data.

## Related docs

- [Free Demos](/docs/free-demos)
- [Content Disclaimer](/docs/content-disclaimer)
- [Workflow Run Policy](/docs/workflow-run-policy)
- [Composer & Generative AI](/docs/builder/composer-ai)