Runtime governance for AI agents

Let agents act. Keep people in control.

Pause sensitive actions for human approval, apply policy, and keep a durable record before execution.

Policy before action Human review when needed Audit by default
Stacksona Gate approval inbox
Approval before action
pending_review · issue_refund · high risk
Stacksona Gate decision thread
Stacksona Gate

One boundary. Three jobs.

Gate sits at the point where an agent is about to create a real business outcome.

Human approval

Put judgment before consequence.

Route the request, context, and proposed action to the person accountable for the outcome.

Decision thread showing a human review
Policy

Let routine work move.

Apply your rules first, then involve a person only when the action crosses a boundary.

Low-risk record lookupALLOW
Customer refund over limitREVIEW
Unapproved data exportBLOCK
Audit trail

Keep the full decision history.

Every request stays connected to the policy result, reviewer, decision, notes, and final outcome.

Request receivedAgent proposed issue_refund
Reviewer approvedContext and notes retained
Outcome recordedWorkflow resumed successfully
How it works

A small checkpoint in the right place.

Gate does not replace your agent stack. It adds a decision boundary directly before the action runs.

01 / REQUEST

The agent reaches a sensitive action.

Send the proposed action, risk, and relevant context to Gate.

02 / DECIDE

Policy or a human makes the call.

Allow routine work, modify the request, reject it, or escalate it.

03 / CONTINUE

The workflow resumes with a record.

The action proceeds only when the decision permits it.

Foresight

Your review history becomes an advantage.

Foresight stays grounded in your organization’s own workflows, decisions, and outcomes so reviewers can make more consistent calls over time.

InsightsSurface patterns across comparable requests and outcomes.
AdvisoryGive reviewers grounded guidance while people keep the final decision.
Research agent workflow Comparable history found

Patterns from prior reviews

Foresight compares similar requests without exposing data outside your organization.

Outcome consistency
STRONG
Review coverage
GOOD
Recent similarity
GROWING
Advisory

Comparable reviews usually required a narrower pilot scope before approval.

Fits your existing stack

Plug Gate into the action boundary.

Keep the agents, tools, and orchestration you already use. Add Gate immediately before the actions that need control.

JavaScript SDK MCP server n8n node Decision API
Your workflow stays yours
Existing workflow Agent, app, or automation
Stacksona Gate Policy · review · record Decision boundary
Real action Message, refund, access, deploy
SDK MCP n8n API
Approved actions continue Every decision is retained
Where Gate fits

Protect actions with real consequences.

Start with one action your organization already knows should not run without a decision.

01

Customer operations

Refunds, outbound messages, escalations, and account changes.

02

Finance and procurement

Payments, invoices, vendor actions, and purchasing decisions.

03

Access and administration

Permissions, credentials, sensitive records, and internal systems.

04

Production tools

Deployments, exports, destructive API calls, and irreversible actions.

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Give agents room to work without giving up control.

Start with one sensitive action. Add a clear decision boundary. Expand when the workflow proves its value.