Prioritise the strongest evidence
StoryLoop looks for moments with clear learning, child agency, problem solving, communication, relationships, or repeated interest so educators can start with the highest-value stories.
Backlog Rescue
Backlog Rescue helps educators paste multiple rough notes, then identify which moments deserve a full learning story and which can become short updates or be combined.
StoryLoop looks for moments with clear learning, child agency, problem solving, communication, relationships, or repeated interest so educators can start with the highest-value stories.
Not every observation needs a full story. Backlog Rescue suggests a practical documentation level so educators can clear backlog without lowering quality.
Once a candidate is selected, the cleaned observation can move straight into the learning story generator with the educator still reviewing the final draft.
FAQ
No. It sorts and prioritises first, then educators choose which observation to draft.
Yes. It is especially useful when teams are catching up after a busy week and need a calm way to decide what to document first.
No. StoryLoop supports drafting and structure, while educators remain responsible for observation, interpretation, reflection, final editing, and sign-off.
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.
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.
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.