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CLUSTER ACCESS-ANSWERS-COMPANY · 32 ENTRIES · EARLIEST ENTRY 2026-08-14

Enterprise knowledge Q&A assistants

This cluster consists of enterprise knowledge assistants that answer employee questions from company documents, enforcing role-based access and providing source citations. The dated history before the index start is too thin to read a shape from, with only three dated entries. Traction leaders include Project_NBHX_RAGbot with three stars, followed by Secure-Enterprise-RAG-Copilot and Knowledge-AI with one star each.

Entry timeline

ENTRY TIMELINE

MAY 2022: 1JUL 2025: 1JAN 2026: 1AUG 2026: 8SEP 2026: 12OCT 2026: 9
MAY 2022OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 1 ai-built · 19 unlabelled

Operator · 8 hobby · 1 enterprise · 11 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01Project_NBHX_RAGbot3★20 days—enterpriseEnterprise knowledge workbench that enables conversational search over internal documents and Excel ledgers, providing cited answers.
  2. 02Knowledge-AI1★12 days—Enterprise knowledge platform that answers natural-language questions from private documents with citations and enforces access control and human approvals.
  3. 03Secure-Enterprise-RAG-Copilot1★2 days—Enterprise knowledge assistant that answers questions from company documents with source citations and access-control filtering.
  4. 04kb-platform1★4 days—Enterprise knowledge base platform that manages document review and provides retrieval-augmented question answering.
  5. 05JCP-Enterprise-AI-Knowledge-System0★21 days—Enterprise AI knowledge system that manages corporate information and provides intelligent retrieval for businesses.
  6. 06kb-assistant-wiki-inteligente-empresa0★1 mo—ai-builtAI-powered assistant that serves as an internal wiki, helping employees search and retrieve company knowledge and documentation.
  7. 07knowflow-ai0★20 daysliveEnterprise document Q&A platform that lets employees ask natural-language questions about internal policies and manuals and returns citation-backed answers from an approved corpus.
  8. 08enterprise-rag-platform0★6 days—hobbyEnterprise web app for semantic search and cited answers over company documents with role-based access controls.
  9. 09permission-aware-rag0★4 days—Enterprise knowledge assistant that answers employees only from documents they have permission to read, with instant access revocation.
  10. 10amani.ia1★13 daysliveAI platform for enterprise knowledge management that offers secure retrieval-augmented generation, data analytics, and permission-aware AI.
  11. 11permission-aware-knowledge-hub0★10 days—hobbyCompany knowledge desk that answers employee questions only from documents the user can read and links each answer to its source.
  12. 12enterprise-ai-workbench0★4 dayslivehobbyWorkbench that combines enterprise knowledge retrieval with employee leave, purchase requests, and approval workflows in one interface.
  13. 13Enterprise-RAG-Knowledge-Assistant0★23 days—hobbyBilingual document assistant that lets company employees search uploaded business documents and receive cited answers in French or Arabic.
  14. 14Neexxus0★4 daysliveEnterprise search platform that answers questions across document repositories with citations and explainable retrieval.
  15. 15Omniconnect---enterprise-knowledge-search-ai-assistant0★3 dayslivehobbyEnterprise knowledge search assistant that answers employee questions across company documents while enforcing role-based access controls.
  16. 16enterprise-rag0★11 days—Enterprise knowledge base Q&A web app that lets employees ask natural-language questions and get answers sourced from internal company documents.
  17. 17AIA_Business_Knowledge_Assistant0★22 dayslivehobbyBusiness knowledge assistant that turns documents into a searchable system and gives grounded answers with source citations.
  18. 18TechRAG0★4 days—hobbyEnterprise IT knowledge assistant that answers technical questions about infrastructure topics using an organization's documentation and FAQs.
  19. 19khazna0★5 dayslivehobbyPrivacy-focused document assistant that answers questions from Arabic and English documents using local retrieval, with role-based access, PII masking, and no outbound network.
  20. 20The-Employee-Who-Asked-for-Too-Much0★23 days—Enterprise research agent that answers employee questions by retrieving internal documents while enforcing access permissions so restricted content is never exposed.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.