AI Recruiter Knowledge Management Agent

Automating Recruiting Knowledge Management with AI
RAG-Grounded Policy and Process Access
The agent retrieves and cites authoritative SOPs, interview kits, scorecards, and compliance policies in real time—eliminating tribal knowledge and ensuring consistent execution across recruiters and regions.
Automated Template Generation and Governance
From job descriptions to offer letters, the system generates role-specific artifacts grounded in your approved templates, with built-in versioning, ownership tracking, and review cadences to prevent template sprawl.
SLA Enforcement and Compliance Monitoring
Automated workflows trigger reminders for scorecard submissions, route offer approvals through the correct matrix, and maintain audit-ready logs for EEO/OFCCP and GDPR compliance—reducing manual admin and compliance risk.
How Cassidy automates using AI
Step 1: Connect your recruiting knowledge sources
Cassidy syncs with your ATS, HRIS, document stores (Google Drive, SharePoint, Confluence), and existing templates to build a unified Knowledge Base—automatically ingesting SOPs, interview kits, scorecards, JD templates, and compliance policies.
Step 2: Trigger on recruiting events
Workflows activate when a new requisition opens, a candidate moves stages, or a hiring manager requests support—pulling the right context from your Knowledge Base to surface relevant templates and guidance.
Step 3: Generate grounded artifacts
Cassidy drafts intake briefs, interview kits with calibrated question banks, scorecard rubrics, and outreach sequences—all grounded in your approved templates and tagged by job family, level, and region.
Step 4: Enforce SLAs and route approvals
The Workflow sends automated reminders for scorecard submissions, escalates overdue feedback, and routes offer packages through your approval matrix—checking comp bands and jurisdictional clauses before generating the correct offer letter template.
Step 5: Maintain compliance and audit trails
Cassidy monitors job postings for pay transparency requirements, prompts for disposition reason codes, and maintains audit-ready logs for EEO/OFCCP and GDPR compliance—flagging risks and surfacing policy citations with every response.
Step 6: Surface insights and recommendations
Workflows post weekly pipeline health digests to Slack or Teams, highlighting aging candidates, bottleneck stages, and SLA adherence—giving TA leaders real-time visibility into time-in-stage, passthrough rates, and recruiter capacity.
Implement it inside your company
- Hands-on onboarding and support
- Self-paced training for your team
- Dedicated implementation experts
- Ongoing use case discovery
- ROI tracking & analytics dashboards
- Proven playbooks to get started fast


