AI can act.
Exogram decides whether it can.
AI can now approve invoices, move money, contact customers, modify records, and update systems. Every action has consequences.
AI can now approve invoices, move money, modify systems, and contact customers.
Every action carries real-world consequences.
Prompts are cheap. State mutations are expensive.
A hallucinated prompt response creates confusion. A hallucinated database write or wire transfer creates direct liability.
Before AI changes anything, Exogram decides whether the action should be allowed, blocked, escalated, or logged.
AI Agent
Initiates Action
Exogram
Your Business
Invoices, CRM, Payments
The Cost of Failure
When AI systems make mistakes, the damage is not virtual. It affects your balance sheet, your operations, and your reputation.
Financial Risks
Unauthorized payments, incorrect invoice approvals, and direct financial liability without human verification.
Operational Risks
Accidental database deletions, unauthorized system changes, and cascading workflow disruptions.
Reputational Risks
Customer communication failures, duplicate email spam loops, and public brand damage.
AI Agent Incidents Are Accelerating
These aren't predictions. These are real numbers from 2026.
of enterprises had an AI agent security incident in the past year
Cloud Security Alliance 2026
of AI systems remain vulnerable to prompt injection attacks
OWASP / SQ Magazine 2026
additional cost per breach when AI agents are involved
Industry Reports 2026
average time to detect a compromised AI agent
State of AI Agent Identity Security 2026
The question is not whether your AI agents will cause an incident. It's whether you'll have the controls in place when they do.
What happens when AI systems operate without verification?
Select a scenario to simulate how the Exogram validation layer intercepts and checks tool calls before they hit your infrastructure.
The Modern AI Stack
Exogram is the missing safety layer between what AI wants to do and what it's actually allowed to do.
1. AI Thinking
Models generate planning and ideas
2. AI Coordination
Software routes and structures tasks
3. AI Control Layer
Exogram decides whether the action is allowed
4. Business Systems
Target databases & financial systems
See the Governance Console
Interact with the sandbox workflow below to learn how safety policies are enforced in real time.
Verify AI actions before they write to production
Your compliance team will ask how you governed that AI action. Here's what you show them.
Establish Limits
Set hard caps: max transaction amounts, approved API endpoints, allowed database operations. No ambiguity, no judgment calls.
Human-in-the-Loop
Anything above your risk threshold gets routed to a human. Not a dashboard alert — an actual gate that blocks execution until someone approves it.
Tamper-Proof Audit Logs
Append-only, cryptographically signed. When the auditor asks 'why did this happen,' you hand them a hash chain, not a screenshot.
Real-World Consequences (Summary)
Total Proactive Denials: 142 unauthorized DB mutations prevented
Total Escalations: 87 human reviews initiated
Compliance State: 100% auditable history logged to ledger
Audit Trail Hash Proof
STATUS: COMPLIANT (SOC 2 Type II Ready)
HMAC-SHA256: d6d9a91c85675bd4cf5e28a47321ee417855bd2390f7572718e27885b5
One API call between your agent and your database
Not a dashboard. Not a policy document. One function call — client.evaluate() — that returns ALLOW, DENY, or ESCALATE in 0.07ms.
from exogram import ExogramClient
client = ExogramClient(api_key="exo_live_...")
def run_agent_action(prompt):
tool_call = llm.generate_response(prompt)
+ # Intercept & evaluate before execution
+ verdict = client.evaluate(tool_call)
+ if not verdict.is_safe:
+ return handle_rejection(verdict.error)
- execute(tool_call.arguments) # blind trust+ execute(tool_call.arguments) # governed & safeInstall SDK
pip install exogramZero-dependency lightweight client. Sits directly in your execution loop.
Initialize Client
client = ExogramClient(api_key="exo_...")Configured with your workspace safety policies. Connects to our high-availability edge.
Intercept Tool Execution
verdict = client.evaluate(action)Evaluates action rules in under 1ms. Returns ALLOW, DENY, ESCALATE, or LOG.
Control what AI does in your systems
AI agents are making real decisions in real systems. Exogram sits between the AI and your business — blocking unauthorized actions, logging every decision, and giving you proof for auditors.
The Safety Layer for AI That Acts
Exogram doesn't replace AI intelligence. It controls what AI is allowed to do — an action-level checkpoint between AI decisions and your business systems.