How does Linkence protect sensitive enterprise data?

Security is built into every layer. Linkence uses end-to-end encryption at rest and in transit. Role-based access controls ensure users only see documents they are authorized to access. Enterprise customers can deploy in their own VPC or on-premise infrastructure.

What AI models can we use with Linkence?

Linkence supports 15+ LLM providers including OpenAI, Anthropic Claude, Google Gemini, Mistral, Cohere, and more. You can also connect to Azure OpenAI, AWS Bedrock, or self-hosted solutions like Ollama. Bring your own API keys and switch models anytime with no vendor lock-in.

Which tools does Linkence integrate with?

Linkence integrates with 50+ popular tools including Gmail, Slack, Notion, Jira, Confluence, Google Drive, Salesforce, HubSpot, Zendesk, GitHub, and more. Custom API connectors are also supported for internal systems.

How long does Linkence implementation take?

Most teams are up and running in under a week. Initial connector setup takes minutes, access control configuration can be done in hours, and rollout to teams happens in days. Enterprise deployments with custom requirements typically take 2-4 weeks.

What authentication methods does Linkence support?

Linkence supports enterprise-grade authentication methods including email/password, passwordless OTP, Google OAuth, Microsoft OAuth, Azure Active Directory, and generic OAuth/OIDC for providers like Okta and Auth0. Just-in-time provisioning auto-creates accounts on first login.

Can Linkence be deployed on-premise or in a VPC?

Yes. Enterprise customers can choose VPC deployment in their cloud account or fully on-premise installation. Linkence supports AWS, GCP, and Azure with flexible deployment models to meet security and compliance requirements.

Does this replace the CRM case?

No. It accelerates understanding by retrieving across systems; your CRM remains authoritative.

Use case

Customer escalation summaries that unite mail, chat, tickets, and docs

Give engineering and leadership a cited narrative of what happened, what was promised, and what is still open.

Escalation handoffs without dropped context

Search intent includes customer escalation AI and support escalation summary when leadership needs the truth fast.

Example questions users can ask

“Summarize this customer's escalations from the last 14 days across Slack and tickets.”
“What commitments did support make to this account?”
“Which Jira bugs map to this escalation thread?”

Best for

Customer support teams, operations teams, sales teams, HR teams, engineering teams, founders, and department heads who need to search, summarize, draft, or act on company knowledge without opening every tool manually.

Who uses this

Support leadership, technical account teams, and engineering managers handling Sev-1 customer incidents.

Common workflows

Executive briefing

One cited storyline for VPs.

Engineering intake

Bundle logs, tickets, and chat excerpts.

Follow-up deadlines

Track promised fixes with Deadlines.

Frequently asked questions

Does this replace the CRM case?: No. It accelerates understanding by retrieving across systems; your CRM remains authoritative.

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