Flags risk before sharing
The Privacy + Evidence Guardian looks for sensitive family detail, diagnosis-style wording, unsupported certainty, and identifiers that do not belong in a learning story.
Privacy guard
AI drafting needs a visible privacy and evidence check.
StoryLoop keeps educator judgement central by showing evidence anchors, assumptions, privacy flags, and teacher review checks beside each draft.
Teacher review stays required
StoryLoop does not sign off a story. It gives educators a clearer checklist so they can make the final professional decision.
FAQ
Straight answers for educators.
Does this replace centre privacy policy?+
No. It supports review, but centres should still follow their own policies and family consent settings.
Does StoryLoop diagnose children?+
No. It is not a diagnostic tool and flags diagnosis-style wording for review.
Does StoryLoop replace educator thinking?+
No. StoryLoop supports drafting and structure, while educators remain responsible for observation, interpretation, reflection, final editing, and sign-off.
Can I edit the generated stories?+
Yes. Stories are editable after generation and saved in history, so educators can add context, adjust wording, copy, export, or regenerate from the original observation.
Does it create generic AI stories?+
StoryLoop is designed to avoid generic, poetic AI wording. It asks for real observations, keeps claims evidence-based, and links curriculum only when the observation supports it.
How many stories are free?+
The free plan includes 3 learning stories per month. Upgrade prompts are dismissible, and existing history remains available even if the free limit is reached.