How to prevent an AI agent from executing an infinite loop?

Exogram acts as an Execution Authority Layer that monitors intent and rate limits tool calls, intercepting unmonitored loop cost overruns before they execute.

How do you stop LLM indirect prompt injection API access?

A Semantic Firewall decouples the LLM's non-deterministic text generation from the actual tool execution. Exogram inspects the intent of the payload, blocking unauthorized state mutations triggered by prompt injection.

What are deterministic guardrails for LLM tool calls?

Deterministic guardrails are strict, code-level policies (like capability downgrading) that cannot be bypassed by natural language. Exogram wraps every tool call in these policies to prevent execution drift.

AI Agent Workflow Governance for Salesforce & SAP

Enterprise SaaS providers like Salesforce and SAP are embedding autonomous AI agents into transactional workflows. Without external runtime governance, these AI agents can issue un-authorized refunds, modify contract pricing, and bypass corporate VP approval matrices. Exogram provides an external 0.07ms Authority Runtime that enforces strict binary security policies before AI tools execute.

What Happens When AI Agents Get Corporate Spending Power?

Traditional corporate security relies on signing matrices: junior managers can approve up to $5,000, VPs up to $50,000, and C-level executives for anything above.

When enterprise SaaS platforms embed autonomous AI agents into your CRM or ERP, those agents operate with system-level API tokens. If an AI agent hallucinates or encounters an edge case, it can alter customer contracts or issue large financial refunds automatically without triggering your internal approval controls.

How Do You Stop Unauthorized AI Agent Actions?

You cannot rely on system prompt instructions like "Please do not issue refunds over $500" because AI language models are probabilistic. Under edge cases or prompt injections, the AI will ignore prompt instructions.

The solution is a Governed Autonomy Runtime: an independent security gate sitting between the AI agent and your core database. Every time an agent attempts to execute an action, Exogram validates the dollar amount and permissions in 0.07ms before allowing the transaction.

Key Takeaways for Business Leaders:

System Prompts Fail: Telling an AI agent to be careful in plain text does not stop financial mistakes.
Shadow Delegation: Built-in SaaS AI agents often bypass your existing corporate VP approval limits.
Deterministic Security Gates: Exogram provides instant 0.07ms binary policy enforcement so AI agents never overspend.