Runtime governance for AI agents

Human control for AI.

Stacksona puts policy and people between AI intent and consequential action. Safe work keeps moving. Actions that cross your rules stop, route, or wait for a person.

Your rules → clear boundaries Proceed · Stop · Ask People keep authority
Stacksona runtime governance decision interface
Runtime decision
REVIEW · issue_refund · policy matched
Stacksona decision thread
See the boundary

AI can be probabilistic. Your boundaries don’t have to be.

Agents are being trusted to send messages, move money, change access, update records, and touch production systems. The authority you give them should be explicit before the action happens.

Interactive agent workflow
Without runtime governance Agent executes directly
NO POLICY CHECK
Agent decides to actWorkflow reaches an external action.
READY
issue_refund$2,400 · verified customer
CALL
Action executedThe agent calls the same tool and the $2,400 refund executes immediately.
DONE
Policy evaluatedNO
Human judgment availableNO
Agent blocked from executionNO
With Stacksona Policy executes at runtime
ENFORCED
Agent decides to actWorkflow reaches the same external action.
READY
issue_refund$2,400 · verified customer
CHECK
Runtime ruleRefunds from $500 to $5,000 require manager approval.
POLICY
REVIEWManager judgment required before execution.
human review
Manager review

The workflow is paused at this action. The rest of the agent state is preserved.

Paused for managerThe agent waits only at the action that needs judgment.
OUTCOME
Policy evaluatedYES
Decision retainedYES
Workflow resumes when allowedYES
Control without turning every action into an approval.

Routine work stays automatic. Only the action that crosses a review boundary pauses for a person.

Policy → executable rules

Your policy should work as hard as your agents do.

Turn plain-language policy into proposed tools, runtime rules, review paths, and evidence requirements. Review the controls, publish them, and give agents a machine-readable boundary they can actually follow.

Company refund policy

Verified refunds under $500 may be processed automatically. Refunds from $500 to $5,000 require manager approval. Refunds above $5,000 require finance authorization.

issue_refund · amount < $500Verified customer
ALLOW
issue_refund · $500 to $5,000Route to manager
REVIEW
issue_refund · amount > $5,000Finance authorization required
ESCALATE
Runtime governance

Govern the action, not the whole workflow.

Stacksona does not replace your agent stack. It adds a lightweight decision boundary immediately before actions with real consequences.

01 / PROPOSE

The agent reaches a tool or action.

Send the proposed action and the context needed to evaluate it.

02 / ENFORCE

Stacksona executes the applicable rules.

Allow it, reject it, modify it, or route it to the right person for review.

03 / CONTINUE

The agent keeps working when permitted.

Approved actions resume with the decision, policy result, and outcome retained as evidence.

Your agents stay yours

Your agents stay yours. The final say stays with you.

Keep the agents, tools, models, and orchestration you already use. Add policy and human judgment immediately before the actions that need control.

JavaScript SDK MCP server n8n node Decision API
Runtime governance, not a new agent stack
Your agent Any framework or workflow
Stacksona Policy · decision · evidence Runtime boundary
Real action Message, refund, access, deploy
SDK MCP n8n API
Permitted actions continue Every decision is retained
Cloud availability

Coming to the clouds your team already trusts.

Stacksona is preparing cloud-native availability across the platforms organizations already use and procure through. Current rollout target: Early Q4 2026.

01

AWS

Planned availability · Early Q4 2026

02

Microsoft Azure

Planned availability · Early Q4 2026

03

Google Cloud

Planned availability · Early Q4 2026

04

IBM Cloud

Planned availability · Early Q4 2026

05

Oracle Cloud

Planned availability · Early Q4 2026

06

Cloudflare

Planned availability · Early Q4 2026

Stacksona is a Google Cloud Partner. View Partner profile
Foresight

Give reviewers a head start, not an automatic answer.

Runtime enforcement creates structured decision history. Foresight uses your organization’s own comparable requests and outcomes to help reviewers make more consistent calls over time while people keep the final judgment.

InsightsSurface patterns across comparable runtime decisions and outcomes.
AdvisoryGive reviewers grounded guidance while people keep the final judgment.
Refund agent workflow Comparable history found

Patterns from prior reviews

Foresight compares similar requests using your organization’s own governance history.

Outcome consistency
STRONG
Review coverage
GOOD
Recent similarity
GROWING
Advisory

Comparable refunds were usually approved when the account was verified and prior refund activity was low.

Where runtime governance fits

Start where a mistake would be hardest to take back.

Choose the refund, payment, access change, message, or production operation that still makes you hesitate. Put a boundary there first, then give agents more room as trust grows.

01

Customer operations

Refunds, outbound messages, escalations, account changes, and customer data.

02

Finance and procurement

Payments, invoices, vendor actions, purchasing decisions, and spending thresholds.

03

Access and administration

Permissions, credentials, sensitive records, identity changes, and internal systems.

04

Production tools

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

Stacksona supports carbon removal through Stripe Climate. View contribution

Give AI more responsibility. Keep human authority.

Let safe work move. Stop what crosses your rules. Bring in a person when the consequence deserves human judgment.