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.
Buyers trying free demos and creators shipping demo-ready workflows.
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Generative models can produce incorrect, outdated, biased, or odd example content.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 for broader rules on AI Outputs and product results.
What you should do#
- Skim the prefilled fields before you hit run.
- Change anything that looks off, or use Change the example inputs and enter your own.
- Treat the demo result as a product preview, not verified advice or a certified outcome.
- 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#
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