A comparison

    Linkence vs. ChatGPT Enterprise

    Enterprise AI that connects to your tools, enforces permissions, gates every action behind approval, and lets you choose the best model for the job, including OpenAI's.

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    LinkenceLinkence
    • Connects to 20+ enterprise apps including Gmail, Slack, Jira, Confluence, and SharePoint.
    • Delivers grounded, cited answers with hybrid retrieval tuned for enterprise content.
    • Permission-aware retrieval respects each source system's access controls.
    • Model-agnostic across 14+ LLM providers (OpenAI, Anthropic, Gemini, and more) to avoid lock-in.
    • Deploy as managed SaaS or self-hosted in your own cloud or VPC.
    • Every write action is approval-gated and recorded in a complete audit log.
    ChatGPTChatGPT
    • Limited connectors with file search and sync, primarily focused on consumer and SMB tools.
    • Relies largely on uploaded files and chat history, with weaker grounding across systems.
    • Third-party connector permissions are difficult to audit, creating governance risk.
    • Locked to OpenAI models and infrastructure.
    • SaaS-only, multi-tenant deployment on OpenAI infrastructure.
    • Agentic actions are often in preview, with documented safety and privacy caveats.
    14+
    LLM & embedding providers, fully model-agnostic
    20+
    Permission-aware enterprise connectors
    100%
    Write actions approval-gated and audit-logged
    Linkence is built model-agnostic, permission-aware, and approval-gated by default.
    What sets Linkence apart

    AI architected for the enterprise

    Complete connectivity

    Linkence connects your stack across Gmail, Outlook, Slack, Teams, Jira, Confluence, SharePoint, Drive, GitHub and more, so AI answers with the full context of how your team actually works.

    No vendor lock-in

    Stay model-agnostic across 14+ LLM providers and deploy as managed SaaS or self-hosted in your own cloud or VPC. Swap models as the landscape evolves without re-platforming.

    Enterprise-grade security

    Permission-aware retrieval, role-based access control, tenant isolation, approval-gated actions, and complete audit logs keep sensitive data secure and every action accountable.

    Complete enterprise context

    01

    Connector breadth & depth

    LinkenceLinkence
    • 20+ enterprise connectors including Slack, Jira, Confluence, SharePoint, and Google Drive, with more shipping.
    • Indexes content, metadata, and activity signals across your tools.
    • Retrieval honors native source-system permissions at query time.
    ChatGPTChatGPT
    • Limited connectors focused on file search, missing core systems like ServiceNow, Salesforce, and Zendesk.
    • Primarily federated access, which limits retrieval depth and speed.
    • No record-level retrieval from structured enterprise systems.
    02

    Retrieval & relevance

    LinkenceLinkence
    • Hybrid semantic + keyword retrieval with rerankers tuned for enterprise content.
    • Answers are grounded with inline citations back to the source document.
    • Personalized to each user's connectors and access scope.
    ChatGPTChatGPT
    • Leans on uploaded files and conversation history.
    • Weaker grounding across distributed enterprise sources.
    • Personalization is limited to chat memory.

    Flexibility and control

    01

    Model choice

    LinkenceLinkence
    • Access 14+ LLM providers including OpenAI, Anthropic, Gemini, Mistral, and Llama.
    • Mix models by use case or step to balance cost and quality.
    • Adopt new models as they launch, with no re-platforming required.
    ChatGPTChatGPT
    • Restricted to OpenAI models only.
    • No ability to route tasks to other providers like Anthropic or Google.
    02

    Deployment & hosting

    LinkenceLinkence
    • Managed SaaS or self-hosted in your own cloud (AWS, GCP, Azure) or VPC.
    • Full control over data residency and network configuration.
    • Local inference via Ollama for air-gapped requirements.
    ChatGPTChatGPT
    • SaaS-only, multi-tenant deployment hosted on OpenAI infrastructure.
    • No option for customer-managed VPC hosting.

    Secure and actionable

    01

    Permissions & governance

    LinkenceLinkence
    • Permission-aware retrieval enforces source-system access on every query.
    • Role-based access control and per-tenant isolation.
    • Complete, exportable audit logs across queries and actions.
    ChatGPTChatGPT
    • Relies on user-level credentials per connector.
    • Third-party permissions are difficult to audit.
    02

    Agents & actions

    LinkenceLinkence
    • Write actions like email, tickets, and calendar are approval-gated before execution.
    • Deterministic, idempotent execution with full audit trails.
    • Triggers and automations span your tools, not a single suite.
    ChatGPTChatGPT
    • Agentic actions are often in preview with safety caveats.
    • Limited governance over what automated actions can do.

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    FAQs

    Work AI that actually works.

    See how Linkence puts your company knowledge to work securely, across every tool.

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