HR teams juggle competing demands: move fast on hiring, stay compliant with regulations, and treat every candidate fairly. AI can help with all three — but only if it’s governed properly. An unguarded AI screening resumes might develop biased patterns. An ungoverned interview question generator might ask legally problematic questions.
JieGou’s HR Starter Pack solves this with recipes that are productive and compliant by design. Here’s what’s inside.
The highlight recipes
Resume Screening Summary
This recipe takes a batch of resumes and a job description, then produces a structured summary for each candidate: relevant experience, skills match percentage, notable achievements, and potential concerns. It does not rank candidates or make hire/no-hire recommendations — that decision stays with your team.
Time saved: 20 minutes per resume. For a role receiving 50 applications, that’s nearly 17 hours of initial screening compressed into a 30-minute review of AI-generated summaries.
The governance layer is critical here. JieGou’s bias prevention policy ensures the recipe evaluates only job-relevant criteria. It strips demographic indicators before analysis and flags if its output shows statistical patterns that could indicate bias. Your team gets consistent, criteria-based summaries — not gut-feel filtering.
Interview Question Generator
Provide the job description, required competencies, and interview stage (phone screen, technical, cultural fit), and this recipe generates a tailored question set with evaluation rubrics. Questions are behavioral and competency-based, aligned with structured interview best practices.
Time saved: 45 minutes per interview prep. Hiring managers stop reinventing questions for every role and start working from a consistent, validated framework.
Governance policies ensure questions comply with employment law — no questions about age, family status, religion, or other protected categories. The policy layer checks every generated question against a maintained list of legally risky topics before the output reaches the hiring manager.
Employee Onboarding Checklist
When a new hire starts, this recipe generates a personalized onboarding checklist based on their role, department, location, and start date. It includes IT setup tasks, required training modules, introduction meetings, and compliance documents — all with assigned owners and due dates.
Time saved: 1 hour per new hire. For a company hiring 10 people per month, that’s a full workday returned to HR each month.
Policy Document Analyzer
Upload a policy document — employee handbook section, benefits summary, compliance policy — and this recipe analyzes it for clarity, completeness, internal consistency, and regulatory alignment. It flags ambiguous language, identifies gaps, and suggests specific improvements with citations to relevant regulations.
Time saved: 3 hours per document review. Policy reviews that used to require external legal consultation for every update can now be pre-screened internally, with legal review focused on the AI-flagged items.
The full pack
| Recipe | What it does | Time saved |
|---|---|---|
| Resume Screening Summary | Criteria-based candidate summaries | 20 min/resume |
| Interview Question Generator | Role-specific questions with rubrics | 45 min/prep |
| Employee Onboarding Checklist | Personalized day-one checklists | 1 hour/hire |
| Policy Document Analyzer | Clarity, completeness, compliance checks | 3 hours/doc |
| Job Description Writer | Inclusive, accurate JDs from requirements | 30 min/JD |
| Exit Interview Analyzer | Theme extraction from exit interviews | 2 hours/batch |
| Training Needs Assessment | Skills gap analysis by team | 4 hours/quarter |
| Compensation Benchmarker | Market data summary for salary reviews | 1 hour/role |
| Employee FAQ Generator | Policy-to-FAQ conversion | 45 min/policy |
| Org Announcement Drafter | Internal comms from bullet points | 20 min/announcement |
The compliance advantage
For HR, governance isn’t optional — it’s the whole point. The HR Starter Pack ships with pre-configured policies for:
- Bias prevention: Resume screening uses only job-relevant criteria. Outputs are auditable.
- Legal compliance: Interview questions are checked against employment law guardrails.
- Consistency: Every candidate for the same role gets evaluated against the same criteria, every time.
- Audit trail: Every recipe execution is logged with inputs, outputs, and policy check results.
This isn’t AI replacing HR judgment. It’s AI handling the repetitive work while governance ensures that work meets your standards. Your team spends less time on formatting checklists and more time on the human side of human resources.
Time savings for a 5-person HR team
Across all 10 recipes, a 5-person HR team can expect to save approximately 12 hours per week — nearly a full day and a half of capacity redirected from repetitive tasks to strategic work like culture building, employee development, and retention programs.
Get started
Go to Recipes → Starter Packs → HR in your JieGou console. Install the pack, connect your HRIS integration if available, and customize the governance policies to match your organization’s specific compliance requirements. The Resume Screening Summary is the best place to start — upload a few resumes against an open role and review the output quality before rolling it out to your hiring managers.