Ambient Guidance

Ambient Guidance is the LLM-enabled contextual help layer in SpectraSherpa Cloud.

It watches where you are in the application and suggests useful next steps, such as checking data shape after import, running PCA before calibration, or reviewing validation outputs after model training.

Guidance is intentionally lightweight. It should make the product easier to use without turning every screen into a tutorial.

Guidance suggestions are assistance, not scientific results. They should be checked against the actual data matrix, plots, metrics, metadata, and validation design before they influence a report or customer-facing conclusion.