Saved evidence, operating records and decision history are demonstrated application capabilities. New numerical comparisons and their admission remain local-only. Hosting, onboarding and optional integrations are separately scoped services.
The dated upgrade status above concerns automated tests, including cloud-hosted CI. It does not prove real Auth0 login, production migration, instructor access or customer-operated acceptance. Existing sign-in does not make the new invitation flow live.
The public portfolio preserves its earlier evidence cutoff. This private app is not an anonymous public demo; viewing this website or downloading files starts no AI job or simulation.
No software result here establishes food safety, health efficacy, regulatory approval, customer demand or profitability. Conditional scenarios are not observed sales or actual profit.