Neurosymbolic AI + Permitting

The top question we’re asked: why not just use Claude?

While general purpose AI agents feel like magic, they have many well known issues when you start relying on a handful of AI agents to do important work. A recent paper outlines the problem nicely:

"The identity of any agent matters less than its ability to fulfill a role protocol, just as a courtroom functions because “judge,” “attorney,” and “jury” are well-defined slots, independent of who occupies them. Nowhere is this more urgent than in governance itself. When AI systems are deployed in high-stakes decisions—hiring, sentencing, benefits allocation, regulatory enforcement—the question of who audits the auditors becomes unavoidable... [we] will need AI systems with distinct, explicitly invested values—transparency, equity, due process—whose function is to check and balance..."

This is exactly what Permeta has built: a specialized Neurosymbolic AI-driven protocol designed to judge permit applications as they are being built (and importantly before submission), giving you clarity on what an A+ application looks like. While ChatGPT or Claude may be good "general AI", our system plays a specific role of "permit judge" that you can build systems of governance around.