Action attempted
Agent wants to send a follow-up email to a high-value customer.
Customer-safe walkthrough
Watch Argos control a risky agent action before execution.
Pick a risky action and watch Argos pause it before execution, explain the risk, route a reviewer decision, and save evidence.
Different from observability
Observability explains what happened after. Argos controls whether risky action can happen before it reaches the business.
Interactive simulation
Try a risky action
Pick a common agent action and see the control moment: Argos pauses the action, explains the risk, routes the decision, and saves evidence.
Step 1 · Agent attempts action
Send client email
Agent wants to send a follow-up email to a high-value customer.
- Tool
- Target
- External customer
- Risk
- High-value account
Risk flagged
High-value account
Reviewer decision
Sarah, Operations reviewer
Evidence saved
Decision saved with the risk explanation and approval snapshot.
Result: Sent after review
Sarah J. approved the customer email after checking the account context and risk note.
The numbers explain why this matters. The walkthrough above shows how Argos controls the action before it reaches the business.
88%
of orgs reported confirmed or suspected AI agent security or privacy incidents in the past year
Source: Gravitee63%
cannot enforce purpose limits on agent behavior
Source: Kiteworks21%
have a mature governance model for agentic AI
Source: DeloitteStatistics are linked to their source articles on each card.
Step 1
The agent is ready to act
The action has been prepared, but it has not reached the customer or business system yet.
Agent
Action ready
Argos
Checkpoint
Reviewer
Human decision
Evidence
Proof saved
Current moment
Send client email
Sales Agent 01 wants to send a follow-up email to a high-value customer.
Tool
Risk
High
State
Before execution
What happens
The agent has produced an action it wants to execute.
Why it matters
Once an email is sent, the mistake is visible to the customer.
Next
Argos receives the action before it is allowed to continue.
Start with one controlled action class.
Design partners begin with external email, CRM update, Sheets update, or a narrow internal API action.