ZhenMem Public Whitepaper

Version: v1.0 Updated: 2026-07-04 Site: 真机记忆 (ZhenMem)

1. Positioning

真机记忆 is the talent-matching frontstage of the Zhen ecosystem. Its job is to accept demand through a chat-first experience, explain the next step, involve 认证商业顾问 when the case becomes complex, and converge post-login management to the unified platform console.

1.1 What users can do here

• Start a Consultation conversation
• Receive AI triage, clarification, and next-step guidance
• Escalate to 商业顾问 support when human judgment is required
• Continue purchase, billing, downloads, and management in the unified console

1.2 What this site does not do

• It does not define identity, billing, entitlement, or workspace truth locally
• It does not call zhen-brain-core directly in the production path
• It does not present internal operating language as if it were a customer-facing conclusion

2. From Conversation to Fulfillment

1. The user describes a need in natural language
2. AI clarifies the scope, context, and urgency
3. The site returns actionable next steps instead of a disconnected answer
4. If the case becomes complex, the conversation is handed to 商业顾问 collaboration
5. Checkout, entitlements, and post-login management continue in the unified console

This means the site is not only an answer surface. It is a controlled entry from conversation to execution.

3. Architecture Boundary

The formal execution path remains:

business frontend -> zhen-platform-core -> zhen-brain-core

The frontstage focuses on guidance, clarification, upload prompts, recovery, and handoff status. Identity, billing, permissions, API keys, and audit truth belong to the unified platform layer.

4. Authorization and Data Handling

• Public pages explain authorization before sensitive uploads happen
• Data collection follows the minimum-necessary principle
• Users are told what a file or form will be used for before submission
• Sensitive or post-login operations are redirected to the protected control surface

5. Human Collaboration

真机记忆 keeps AI as the first layer and human collaboration as the upgrade path. Complex cases, multi-party decisions, or fulfillment-sensitive requests can move to 认证商业顾问 support instead of pretending the first AI answer is the final outcome.

6. Platform Handoff

After the public conversation, the site can guide the user into the unified console for:

• billing and subscription management
• downloads and entitlement recovery
• post-login workspace actions
• auditable service continuation

7. Contact

For public documentation or support, contact: support@zhenmem.com

8. Statement

This whitepaper is generated for the current site identity so that the public surface reflects the actual product positioning, rather than inheriting the insurance-specific whitepaper from another vertical site.