Collection
AI Productivity Tools
2026.09.20
AI Knowledge Search Tool for Finding Answers in Dispersed Company Documents
An enterprise-grade service that considers permissions, sources, and update responsibilities
The reason why internal searches are challenging isn't the lack of documents, but rather the multiple versions of the same content scattered across emails, drives, wikis, and project tools. AI knowledge search can answer questions in a single sentence, but linking it to outdated policies or over-shared documents can spread incorrect answers even faster. Managing original permissions and document lifecycle comes before search technology.
This list categorizes eight actual enterprise services into integrated search, verification-based knowledge management, collaboration tool integration, document comparison, and security analysis. Each item includes methods to check connector scope, original source, sensitivity labels, approvers, failed search questions, and writing permissions. It's a list for organizations looking to implement a system that not only generates answers but can also trace whose document was used to respond.
This list categorizes eight actual enterprise services into integrated search, verification-based knowledge management, collaboration tool integration, document comparison, and security analysis. Each item includes methods to check connector scope, original source, sensitivity labels, approvers, failed search questions, and writing permissions. It's a list for organizations looking to implement a system that not only generates answers but can also trace whose document was used to respond.
Glean
An enterprise knowledge platform that connects various work apps used in the company, providing search reflecting permissions, source-based AI responses, and work agents.
Start indexing after organizing documents from departing employees and outdated policies. Ensure answers display sources and modification dates and verify that original access permissions are maintained in search results with role-based accounts. Checking the 'original permissions and indexing exclusion scope' item in the official guide before implementation can reduce mismatched choices for team environments.
Start indexing after organizing documents from departing employees and outdated policies. Ensure answers display sources and modification dates and verify that original access permissions are maintained in search results with role-based accounts. Checking the 'original permissions and indexing exclusion scope' item in the official guide before implementation can reduce mismatched choices for team environments.
브랜드·제공사 Glean
제품·서비스 분류 기업 검색·AI
추천 용도 여러 업무 앱의 권한을 반영한 사내 검색
핵심 기능 기업 검색·AI 답변·에이전트·커넥터
도입 전 확인 원본 권한과 색인 제외 범위
Guru
A knowledge management platform that organizes team knowledge into cards and manages the verification and update flow with search capabilities within browsers and work tools.
Assign owners and next review dates for each card to prevent outdated answers from recurring. Collect failed search questions to create new documents, and merge duplicate cards into a representative document as part of the operation. Verifying the 'verifier and update cycle' item in the official guide before implementation can help reduce misaligned choices for the team environment.
Assign owners and next review dates for each card to prevent outdated answers from recurring. Collect failed search questions to create new documents, and merge duplicate cards into a representative document as part of the operation. Verifying the 'verifier and update cycle' item in the official guide before implementation can help reduce misaligned choices for the team environment.
브랜드·제공사 Guru
제품·서비스 분류 지식 관리·검색
추천 용도 검증된 사내 지식을 업무 화면에서 찾기
핵심 기능 지식 카드·검증·검색·브라우저 확장
도입 전 확인 검증 담당자와 갱신 주기
Atlassian Rovo
Atlassian’s AI product supporting knowledge exploration and task execution by searching information from connected work apps like Jira and Confluence through Chat and Agents.
Ensure project and space permissions are accurately applied in search and conversation. If agents modify tickets, separate read and write permissions and set an approval stage before any changes. Confirming the 'product plan and connected app permissions' item in the official guide prior to implementation can minimize unsuitable options for the team environment.
Ensure project and space permissions are accurately applied in search and conversation. If agents modify tickets, separate read and write permissions and set an approval stage before any changes. Confirming the 'product plan and connected app permissions' item in the official guide prior to implementation can minimize unsuitable options for the team environment.
브랜드·제공사 Atlassian
제품·서비스 분류 AI 검색·업무 지원
추천 용도 Atlassian과 연결 앱의 지식을 찾아 업무로 연결
핵심 기능 Search·Chat·Agents·커넥터
도입 전 확인 제품 플랜과 연결 앱 권한
Microsoft 365 Copilot
An AI service supporting search, summarization, and writing tasks based on organizational data from Microsoft Graph and work environments like Word, Excel, Outlook, and Teams.
First, organize excessive sharing permissions in existing SharePoint and Teams. Review sensitivity labels and retention policies, and significant answers should be reconfirmed from connected emails or original documents. Checking the 'sensitivity labels and licenses' item in the official guide before implementation can reduce mismatched choices for the team environment.
First, organize excessive sharing permissions in existing SharePoint and Teams. Review sensitivity labels and retention policies, and significant answers should be reconfirmed from connected emails or original documents. Checking the 'sensitivity labels and licenses' item in the official guide before implementation can reduce mismatched choices for the team environment.
브랜드·제공사 Microsoft
제품·서비스 분류 업무 지식 AI
추천 용도 Microsoft 365 문서·메일·회의 맥락 활용
핵심 기능 Microsoft Graph 기반 대화·검색·작성
도입 전 확인 민감도 레이블과 라이선스
Sana Agents
A service that supports configuring corporate AI agents that answer questions and perform repetitive tasks by connecting internal knowledge sources and work tools.
Initially, verify accuracy and permissions through read-only knowledge queries. When allowing work execution, narrow down the tools and target data to be used, and maintain an audit log for all changes. Checking the 'connectors and data access scope' item in the official guide before implementation can limit mismatched options for the team environment.
Initially, verify accuracy and permissions through read-only knowledge queries. When allowing work execution, narrow down the tools and target data to be used, and maintain an audit log for all changes. Checking the 'connectors and data access scope' item in the official guide before implementation can limit mismatched options for the team environment.
브랜드·제공사 Sana Labs
제품·서비스 분류 기업 지식 에이전트
추천 용도 사내 자료를 연결한 검색과 반복 업무 지원
핵심 기능 지식 연결·검색·에이전트·자동화
도입 전 확인 커넥터와 데이터 접근 범위
Hebbia Matrix
A knowledge work AI document analysis platform designed to extract information from large volumes of professional documents and compare and review it in tabular form along with evidence.
Confirm the document versions and target scope for contracts and due diligence materials first. Extracted values should be reviewed by opening original locations for sampling, and any clauses with exceptions must go through expert approval. Checking the 'original range and extracted value review' item in the official guide before implementation can minimize misaligned options for the team environment.
Confirm the document versions and target scope for contracts and due diligence materials first. Extracted values should be reviewed by opening original locations for sampling, and any clauses with exceptions must go through expert approval. Checking the 'original range and extracted value review' item in the official guide before implementation can minimize misaligned options for the team environment.
브랜드·제공사 Hebbia
제품·서비스 분류 AI 문서 분석
추천 용도 많은 전문 문서를 표 형태로 비교·추출
핵심 기능 문서 질의·Matrix·출처 추적·워크플로
도입 전 확인 원문 범위와 추출값 검수
Coveo
An AI search platform that integrates various content sources in a company and applies search relevance, recommendations, and generative responses to customer support and employee work experiences.
Measure search success rates and no-result questions as baseline metrics and assess improvement effectiveness. Separate customer and employee content and ensure private documents do not expose external answers by conducting permission checks. Consulting the 'content permissions and search quality metrics' item in the official guide before implementation can limit unsuitable choices for the team environment.
Measure search success rates and no-result questions as baseline metrics and assess improvement effectiveness. Separate customer and employee content and ensure private documents do not expose external answers by conducting permission checks. Consulting the 'content permissions and search quality metrics' item in the official guide before implementation can limit unsuitable choices for the team environment.
브랜드·제공사 Coveo
제품·서비스 분류 기업 검색·추천
추천 용도 고객·직원 경험에 연결하는 검색과 생성 답변
핵심 기능 통합 검색·관련성·추천·생성형 답변
도입 전 확인 콘텐츠 권한과 검색 품질 지표
Elastic AI Assistant
An AI Assistant function based on security data stored in Elastic, supporting alert investigations, query creation, and explanations, utilized in search-based analysis flows.
Do not finalize automatic explanations as incident conclusions without checking original logs and timelines. The range of data sent to connected models and masking, as well as user role permissions, should be configured according to the operational environment. Reviewing the 'deployment version and model connection settings' item in the official guide before implementation can minimize mismatched options for the team environment.
Do not finalize automatic explanations as incident conclusions without checking original logs and timelines. The range of data sent to connected models and masking, as well as user role permissions, should be configured according to the operational environment. Reviewing the 'deployment version and model connection settings' item in the official guide before implementation can minimize mismatched options for the team environment.
브랜드·제공사 Elastic
제품·서비스 분류 검색 기반 AI 어시스턴트
추천 용도 Elastic 데이터로 보안·관측 질문을 분석
핵심 기능 검색·대화·컨텍스트·보안 분석
도입 전 확인 배포 버전과 모델 연결 설정
Enterprise search that covers multiple apps is best served by Glean, while knowledge cards with verification cycles are suited for Guru. You can start by comparing Rovo for the Atlassian environment and Copilot for the Microsoft 365 environment. Sana Agents acts as a work agent, Hebbia specializes in analyzing numerous professional documents, Coveo focuses on customer and employee search, and Elastic AI Assistant is characterized by security data analysis.
Before implementation, organize duplicate documents and outdated policies, and designate the owner and review date for each document. Test with role-specific accounts to ensure search results align with original access permissions, and display the source and modification date in the answers. Begin with a read-only operation and expand actions like ticket modifications or external responses after confirming accuracy and audit logs, including an approval stage for safety.
Before implementation, organize duplicate documents and outdated policies, and designate the owner and review date for each document. Test with role-specific accounts to ensure search results align with original access permissions, and display the source and modification date in the answers. Begin with a read-only operation and expand actions like ticket modifications or external responses after confirming accuracy and audit logs, including an approval stage for safety.
한눈에 보기
8개
Glean
Glean · 기업 검색·AI · 여러 업무 앱의 권한을 반영한 사내 검색 · 기업 검색·AI 답변·에이전트·커넥터 · 원본 권한과 색인 제외 범위
Guru
Guru · 지식 관리·검색 · 검증된 사내 지식을 업무 화면에서 찾기 · 지식 카드·검증·검색·브라우저 확장 · 검증 담당자와 갱신 주기
Atlassian Rovo
Atlassian · AI 검색·업무 지원 · Atlassian과 연결 앱의 지식을 찾아 업무로 연결 · Search·Chat·Agents·커넥터 · 제품 플랜과 연결 앱 권한
Microsoft 365 Copilot
Microsoft · 업무 지식 AI · Microsoft 365 문서·메일·회의 맥락 활용 · Microsoft Graph 기반 대화·검색·작성 · 민감도 레이블과 라이선스
Sana Agents
Sana Labs · 기업 지식 에이전트 · 사내 자료를 연결한 검색과 반복 업무 지원 · 지식 연결·검색·에이전트·자동화 · 커넥터와 데이터 접근 범위
Hebbia Matrix
Hebbia · AI 문서 분석 · 많은 전문 문서를 표 형태로 비교·추출 · 문서 질의·Matrix·출처 추적·워크플로 · 원문 범위와 추출값 검수
Coveo
Coveo · 기업 검색·추천 · 고객·직원 경험에 연결하는 검색과 생성 답변 · 통합 검색·관련성·추천·생성형 답변 · 콘텐츠 권한과 검색 품질 지표
Elastic AI Assistant
Elastic · 검색 기반 AI 어시스턴트 · Elastic 데이터로 보안·관측 질문을 분석 · 검색·대화·컨텍스트·보안 분석 · 배포 버전과 모델 연결 설정
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