Demo contentIllustrative record — no real organizations, statistics or outcomes.
Candidate experience
Application Status Assistant
A conversational assistant answers application status questions using ATS data.
The problem
Candidates repeatedly contact recruiters for status updates on their applications.
The opportunity
Less time on lookup. A person still owns anything that affects someone's job.
What the solution does
A conversational assistant answers application status questions using ATS data.
How it works
RAG over candidate-specific records lets an assistant provide accurate, permissioned status responses.
Who uses it
- Candidates
- Recruiters
- TA operations
Data required
- Relevant HRIS / ATS records
- Role or policy context
- Access and consent rules
AI / technology patterns
- RAG
- LLM
- Agents
Reported impact
No independently reported impact recorded for this item yet.
Impact categories
- Experience
- Efficiency
Limitations and risks
Stale data, inherited bias, and privacy rules. Name a human who is accountable for career-affecting answers.
What implementation requires
Start with one process. Agree how you will score it. Involve legal and HR before you scale. Track whether people use it, not only whether the model is accurate.
Updated 2026-08-09