CurricuLLM includes analytics dashboards that show schools how the system is being used and how well it supports learning.

There are two main dashboards:

• Activity Rhythms → shows usage patterns, such as number of users, conversations, messages, peak times, and popular topics.
• Engagement → shows the quality of interactions, including depth of questions, frequency, session quality, and retention.

Both dashboards include filters by time and role, so you can focus on a specific group (e.g. students only) or look at trends across the whole school.

What this means for schools

Analytics help leaders and teachers see not just how often CurricuLLM is used, but how well it is being used, turning everyday activity into evidence that can guide planning, support, and interventions.

8.1 Activity Rhythms

8.2 Engagement