Dominifriend 多明麗
Official sources, consultant judgement and client progress organized into an accountable immigration knowledge service.
Project facts
One platform for immigration knowledge, consultants and client progress.
The public site, consultant workstation and client journey now share one product architecture. Official sources and consultant judgement remain the foundation. AI assists extraction, organization and writing, while every published record still requires human approval.
Working flow
Review the source before it becomes a page, an answer or client guidance.
- 01 Ingest
Official URLs, PDFs, documents and consultant notes enter a source inbox.
- 02 Review
Extraction, AI drafts, human correction and content versions remain traceable.
- 03 Serve
Approved knowledge powers the public site, RAG search and permissioned portal.
Knowledge is accountable professional data, not a pile of articles.
Countries, visas, notices, cases and FAQs retain their source, status and version. Consultants can see where a claim came from and identify what must be reviewed when rules change.
The same approved knowledge supports the site, RAG and client service.
Public visitors, subscribers, peer consultants and direct clients receive different views by permission. Work approved in the consultant workstation does not need to be recreated separately for pages, chat and client summaries.
One knowledge core can support different client relationships.
Public visitors, subscribers, peer consultants and one-to-one clients receive different visibility and usage limits. VIP clients can also follow progress and consultant-prepared summaries.
The architecture leaves room for both content volume and AI work.
Laravel, PostgreSQL/pgvector, Redis, Horizon and Filament form the content, queue, indexing and administration foundation without binding the public site to the admin framework.
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