Can a public demo use real AI providers safely?

Yes, if provider calls are server-side, limited, logged, filtered, and scoped to non-sensitive workflows. Public demos should also degrade gracefully when limits are reached.

Should demos create leads automatically?

They can create leads after explicit consent and deduplication. For sensitive demos, a queued review step may be better than automatic writes.

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Secure Public Demo Lead Generation yenye scoped na safe delivery path.

Kagua Secure Public Demo Lead Generation, kisha chagua next step ya Closeaim: discovery, controlled proof, production build au safe handoff.

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