AI Agent for Employee Feedback Summarization
Summarizes sensitive feedback without retaining raw data or leaking to third parties.
HR
Summarization
The problem
HR teams need to analyze employee feedback surveys, but handling raw responses manually is time-consuming. Using generic AI tools risks exposing sensitive comments to third-party APIs or storing them indefinitely.
How ConspiracyOS handles it
The agent reads survey files from a designated folder, generates anonymized summaries, and saves them to a separate output location. It never stores raw responses after processing and can't access any other HR systems.
What this agent can't do
- Access individual employee records or performance reviews
- Retain raw survey responses after summarization
- Send data externally or connect to third-party APIs
- Modify original survey files
These aren't trust-based restrictions. The operating system enforces them.
What you get
- Actionable trend reports without exposing raw comments
- Automatic processing of new surveys as they arrive
- No risk of sensitive phrases leaking to AI providers
- Compliance-ready data handling by design
Get started in 2 minutes
Tell your concierge what you need
conos "conos create agent feedback-summarizer --template hr-feedback --scope read-only:/var/feedback-surveys --scope read-write:/var/summaries"
ConspiracyOS sets up the right agent with the right permissions automatically.