Can a demo use real AI provider services?

Yes, but the calls should be brokered through a server endpoint with quotas, prompt policy, logging, and a fallback path.

Where should Turnstile or bot checks appear in a public AI demo?

Use bot checks on write paths such as contact, lead, or provider-backed demo submissions when configured. Keep the public article, resource, and visible demo explanation crawlable, indexable, and useful without a challenge.

What does an encrypted demo broker protect?

It keeps protected route names and sensitive request payloads out of ordinary browser API calls and keeps provider keys server-side. It still needs TLS, validation, origin checks, rate limits, blocked actions, and audit monitoring.

What should never be exposed in a demo?

Secrets, production customer data, payment mutations, raw CRM credentials, unrestricted tool calls, and private prompts should never be exposed.

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Safe Public Ai Demo Controls کے لیے scoped اور safe delivery path۔

Safe Public Ai Demo Controls دیکھیں، پھر Closeaim کا next step چنیں: discovery، controlled proof، production build یا safe handoff۔

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