Can We Let an AI Agent Touch Our Live Database Without an Engineer Watching?
Governed autonomy: moving from read-only AI experiments to safe live execution.
You can safely let an AI agent interact with a live production database by placing Exogram as an autonomous airlock between the model and your database connection. Exogram validates schema limits, parameter bounds, tenant isolation, and spending limits in 0.07ms before queries run.
What Actually Happened in the Real World
A logistics company built an AI dispatcher to assign freight routes in PostgreSQL. The engineering team refused to deploy it for 8 months because one wrong SQL statement could ground the entire fleet. By placing Exogram in front of the database connection pool, the dispatcher was deployed in two days with zero risk of unauthorized writes.
Why Polite Prompts Like “Please Don't Do This” Fail
You can never guarantee that prompt phrasing will prevent SQL injection, malformed WHERE clauses, or accidental full-table scans under unusual user inputs.
The Sub-Millisecond Code Fix
Exogram acts as a Governed Autonomy Runtime. The AI proposes queries, but Exogram evaluates each query against rigid policy constraints before sending it to the database driver.
import { ExogramDatabaseAirlock } from '@exogram/sdk';
const airlock = new ExogramDatabaseAirlock({
allowedTables: ['shipments', 'routes'],
blockedOperations: ['DROP', 'TRUNCATE', 'ALTER'],
maxAffectedRows: 50
});
export async function executeAgentQuery(sql: string) {
// Evaluates query safety in 0.07ms before touching PostgreSQL
return airlock.executeSafeQuery(sql, dbPool);
}Frequently Asked Questions
Does Exogram slow down database query performance?
No. Exogram evaluation executes in 0.07ms locally in memory without external network calls, adding zero noticeable latency.
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Stop AI Mistakes Before They Execute
Exogram sits directly between your AI model and your tools. Set up in 10 seconds inside Claude, Cursor, ChatGPT, or your own code.