Solution: The default 'Metric Definition Configuration' in SOI UI Manager configuration is set to 'Down'. If there are no Down alerts on this service, the availability shows as Normal.
We may change the configuration to 'Major' or 'Critical' and recycle UI Services. With this, Service Availability would work for Major, Critical & Down severity alerts.