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HR

Katara for HR teams that want faster employee support without losing control of policy, privacy, or approved workflows.

HR teams handle some of the most sensitive data in any organization. Adopting AI requires more than a chatbot; it requires clear controls over which policies are used, which employee context is visible, and which actions AI can help complete.

Katara helps HR teams deploy AI assistants and workflows that are role-aware, secure, and grounded in the latest company policies.

The Katara Governance Framework for HR

Katara brings structure and safety to HR AI through four key components:

  • AI Knowledge Base (verified policy access): Answer employee and manager questions from the latest approved handbooks, benefits guides, process documents, and internal wikis.
  • AI Gateway (privacy-first AI access): Put AI use behind policy, access, and sensitive-data controls so HR can manage adoption without opening employee data unnecessarily.
  • MCP Registry (approved HR workflows): Connect AI only to vetted tools and actions, such as opening a ticket, checking a recruiting stage, or preparing a payroll update for review.
  • Shared Memory Layer (employee context continuity): Remember useful context, like an open onboarding task or prior benefits question, only where it is appropriate to reuse.

Automation Idea Starters

Transform HR operations with secure AI:

  • Benefits self-service: Help employees find plan details, eligibility rules, and next steps from approved benefits documents before escalating to HR.
  • Manager policy guidance: Give managers a safe way to explore company procedures for leave, performance, accommodations, or internal mobility without exposing unrelated employee records.
  • Recruiting and onboarding coordination: Summarize candidate or new-hire status, prepare task lists, and route reminders using approved recruiting and onboarding systems.
  • Employee request automation: Draft ticket updates, schedule interviews, start address-change workflows, or prepare payroll updates for the right human approval step.
  • Reviewable HR support: Keep a record of which policies were used, which tools were called, and how employee-related context was handled.