AI Agent for Cohort Analysis
Track customer groups without exposing raw data or risking unauthorized calculations.
Analytics
Customer Data
The problem
Traditional analytics tools tools require full database access, risking exposure of sensitive customer details. Even when using aggregate functions, analysts could accidentally query raw PII or modify production data.
How ConspiracyOS handles it
The agent gets read-only access to specified database columns (like signup dates and transaction amounts) but zero access to names, emails, or payment details. It calculates retention curves and retention rates in isolated compute environments.
What this agent can't do
- Query columns not explicitly whitelisted (e.g., credit card numbers)
- Write back to databases or modify any source data
- Export raw customer-level results—only aggregated trends
These aren't trust-based restrictions. The operating system enforces them.
What you get
- Automated cohort reports showing cohort trends over time
- Zero risk of accidental data leaks from ad-hoc queries
- Historical comparisons without manual spreadsheet work
Get started in 2 minutes
Tell your concierge what you need
conos "conos agent:create --name cohort-analyst --scope "read-only access to sales database tables customer_id, signup_date, purchase_amount" --task "track monthly retention rates for 2023 signups""
ConspiracyOS sets up the right agent with the right permissions automatically.