demo lakehouse-fsi-credit Feature Store problem

[goncalomont]

When running the workflow, in the feature engineering job i get this error:

fs.create_table(
    name=f"{catalog}.{db_name}.credit_decisioning_features",
    primary_keys=["cust_id"],
    df=feature_df,
    description="Features for Credit Decisioning.")

Exception: {'error_code': 'FEATURE_DISABLED', 'message': "Feature Store and Unity Catalog Integration is not enabled in your account. Accessing feature table 'dbdemos.fsi_credit_decisioning.credit_decisioning_features' in Unity Catalog requires feature enablement."}

Didn't find anything helpful in the documentation, does anyone know why this is happening and how to manually fix it?