Automate candidate flow, onboarding operations, and internal policy support.
System objective
Improve hiring and employee operations throughput while maintaining policy-safe handling of people data.
Candidate screening response target: under 30 minutes.
Interview scheduling turnaround target: same business day.
Onboarding task completion visibility: real-time status by owner.
Time to schedule
Onboarding completion
HR request SLA
How the core modules are configured to run this function in production.
Brain
Evaluates role fit and prioritizes candidate/employee workflow state.
Personality
Applies professional internal and candidate-facing communication formats.
Rules
Enforces data privacy and role-based access constraints for HR operations.
Skills
Runs scheduling, checklist orchestration, policy retrieval, and notifications.
Runtime
Coordinates ATS, HRIS, calendar, and messaging channels with audit logs.
Visual flow of how this function runs from intake to outcome, with a dedicated escalation lane.
Inputs
ATS candidate flow
HRIS employee records
Internal policy documents
Decision Layer
Role-fit prioritization
Privacy and access checks
Sensitive-topic detection
Execution Layer
Schedule interviews
Trigger onboarding tasks
Answer policy Q&A with citations
Outputs
Candidate handoff summary
Onboarding completion status
HR case updates
Inputs
ATS candidate flow
HRIS employee records
Internal policy documents
Decision Layer
Role-fit prioritization
Privacy and access checks
Sensitive-topic detection
Execution Layer
Schedule interviews
Trigger onboarding tasks
Answer policy Q&A with citations
Outputs
Candidate handoff summary
Onboarding completion status
HR case updates
Escalation Lane
Sensitive employee issues
Conflicting hiring signals
Blocked onboarding dependency
Each use case includes the trigger, OpenClaw workflow, policy controls, and expected outcome.
Use case 1
Applications arrive continuously and interview coordination is manual.
OpenClaw workflow
Screen applicants against role-specific criteria and must-have signals.
Generate interview recommendations and route to hiring managers.
Coordinate interview slots and send confirmations automatically.
Control gates
Screening criteria are role-defined and auditable.
Final hiring decisions remain human-owned.
Outcome
Shorter hiring cycle with consistent candidate handling.
Use case 2
New hires require cross-team setup across multiple systems.
OpenClaw workflow
Trigger onboarding checklist when offer status changes to accepted.
Create tasks for IT, payroll, manager, and compliance owners.
Track completion and send escalation alerts for overdue tasks.
Control gates
Access provisioning requires role-based approval chains.
Personal data handling follows internal policy constraints.
Outcome
Fewer onboarding misses and faster employee readiness.
Use case 3
Employees repeatedly ask policy and process questions.
OpenClaw workflow
Retrieve relevant policy sections by employee context and location.
Provide concise answers with source links and next actions.
Escalate ambiguous or sensitive requests to HR business partners.
Control gates
Answers are limited to approved policy documents.
Sensitive matters are always routed for human review.
Outcome
Reduced HR queue volume without compromising compliance.
Rule enforcement, escalation triggers, and handoff payloads are explicit and auditable.
Control library
Screening criteria are role-defined and auditable.
Final hiring decisions remain human-owned.
Access provisioning requires role-based approval chains.
Personal data handling follows internal policy constraints.
Answers are limited to approved policy documents.
Sensitive matters are always routed for human review.
Escalation triggers
Ambiguous policy questions involving sensitive employee matters.
Candidate disposition conflicts between screening and manager feedback.
Delayed onboarding dependencies impacting start date readiness.
Human handoff package
Structured case summary with role or employee context.
Policy references and unresolved decision points.
Ownership recommendation and required approvals.
A staged rollout model to ship quickly and expand safely.
Step 1
Automate intake, screening support, and interview scheduling.
Deliverable
Hiring pipeline orchestration baseline.
Step 2
Launch cross-team onboarding checklist execution.
Deliverable
Provisioning and readiness workflow with escalations.
Step 3
Add policy Q&A with strict sensitive-case routing.
Deliverable
Employee self-service layer with compliance guardrails.
We can deploy this function system with your model policy, integrations, and approval requirements.