The Problem

AI is fundamentally expanding enterprise software risk in ways traditional controls cannot address.

AI operates on what it can reach, not what you intended

#include <stdio.h>

printf("Hello");

Intent:"print"

Exposed:50+ APIs

(fopen, system, remove, malloc, free, ...)

Your intent was to print. AI can theoretically print "Hello World" in at least 100 ways without using printf.

Internal SDK with hundreds of exports

Business Logic

Infra Access

Data PII/PHI

Auth Tokens

Crown Jewels

Licenses

For the first time in software history, intent is no longer bounded by what the developer explicitly writes.

reachability ≠ permission

AI agents operate on reachability, not tribal knowledge—and enterprise libraries were never designed for that.