The agent acts within the limits you set
For enterprise AI, what matters most is not what the agent can do but what it cannot. Below is a live example of approving a critical action.
We automate the work; critical actions stay under human control
The agent prepared a payment and checked the documents. From here you decide, as the manager. Without approval the payment does not go out.
Payment
Demo Scenario- Payee
- Supplier LLC
- Invoice
- INV-2291
- Amount
- 18,400,000 UZS
- Prepared
- Waiting approval
- Approved
- Executed
You are the finance manager. Approve the payment?
AUDIT LOG
- agentpayment.prepared INV-2291 · checks: invoice ↔ contract ↔ delivery ✓
- agentapproval.requested → finance manager
Rights and isolation
The agent works with its role’s rights, data of different departments and clients never mixes, personal data is masked wherever it is not needed.
- RBAC
- Access isolation
- PII handling
Control over actions
Allowed tools and parameters, limits, approval of payments and outbound emails, a log of every call.
- Tool boundaries
- Approval workflows
- Audit logs
Resilience
Text from emails and documents never becomes a command; if a model is unavailable — a fallback or a person; keys in a secrets store; retention by your policy.
- Prompt injection
- Model fallback
- Secrets
AI agent security
RBAC
The agent acts with the user’s or its own role’s rights — never wider.
Audit logs
Requests, tool calls and decisions are logged and available for review.
PII handling
Personal data is masked wherever the model does not need it.
Access isolation
Data of different clients and departments never mixes in one context.
Prompt injection
Text from emails and documents is data, not instructions for the agent.
Tool boundaries
Each tool is limited in actions, parameters and quotas.
Approval workflows
Payments, outbound emails and data changes go through approval.
Model fallback
If a model is unavailable, the process falls back to another one or to a person.
Data retention
Retention of conversations and logs follows the company’s policy.
Secrets
Keys and tokens live in a secrets store, never in prompts or code.
What do you want to hand to AI?
Describe the task in your own words, answer five questions and get a preliminary AI agent schema. Or just write to us.
Preliminary AI agent schema