Visibility for managers and auditors
See what was done, when, and why. Track work in progress and review outcomes with a clear, consistent record.
AI execution governance for regulated teams
Govern AI Execution in Production
Stacksona is the runtime enforcement layer between your AI models and production systems. Enforce policy, require approvals for sensitive actions, audit every decision, and isolate AI operations inside deterministic execution environments.
Discuss isolation, enforcement depth, and audit requirements for governed execution.
Observable
Controllable
Isolated
Execution control and isolation
Built for decision-critical workflows, Stacksona provides control guarantees: policy gating, isolation boundaries, and replayable execution history.
Isolation boundary
Dedicated execution environments
Each governed execution environment is isolated to prevent cross-contamination. Deploy with dedicated infrastructure per enterprise when required.
Policy gating
Approval gates and execution states
Policy-defined execution states (ACTIVE / MUTED / SLEEPING) and approval gates prevent unauthorized agent actions. RBAC and MFA support least-privilege control.
Audit defensibility
Deterministic logs and exports
Export deterministic audit history for internal audit, incident response, and third-party review.
- Exportable audit trail (actions, timestamps, approvals)
- Session replay and rollback points
- Evidence packs with sources attached
- Reviewer sign-off captured
Workflows that benefit from governance
A few common starting points for teams introducing AI into high-stakes, reviewable work.
Workflow brief
Structured evaluation and diligence
Structured research, evidence packs, and reviewable summaries that stay auditable end-to-end.
Workflow brief
Vendor and third party review
Repeatable vendor reviews with approval gates, exports, and rollback-friendly changes.
Workflow brief
Ongoing risk and performance monitoring
Ongoing oversight with timelines, logged actions, and policy-based automation you can trust.
Governed execution environments you can actually control
Define enforcement depth. Keep deterministic oversight for decision-critical work.
Governance
Dial it up or down
Use human approvals and policy gates where risk is real, and let low-risk workflows run with more autonomy.
Audit
Auditable by default
Every action is logged. Replay what happened, understand why it happened, and keep the evidence trail your business needs.
Recovery
Rollback-friendly execution
Return to any prior state without guesswork. Inspect changes over time and recover fast when an agent makes a bad call.
Workspace-wide policies and SOPs, enforced by default
Define how agents should operate once, then apply it across a workspace or a single task. Versioned, reviewable, and designed for high-stakes teams.
Policy scope
Workspace or task-wide
Attach policies to the entire workspace or override them per task. Keep low-risk work fast while tightening controls where risk is real.
SOP library
Versioned procedures
Maintain SOPs with change history, clear ownership, and rollback to prior versions. Agents always reference the active version during execution.
Enforcement
Bound to every action
Policies and SOPs are evaluated as the agent works, not after. When a step requires approval or a constraint is violated, Stacksona gates the action and records why.
Aligned for everyone
Employees, Security, and Management stay in sync.
A single governed workspace where people do the work, security sets the rules, and leadership sees outcomes.
Employees
Work moves forward without friction.
Assistants handle the prep. People make the calls.
Briefs drafted · Research assembled · Follow-ups prepared
Security
Nothing happens unseen.
Approvals and visibility are built in, not bolted on.
Actions gated · Policies enforced · History preserved
Management
Output rises. Risk does not.
Scale what works, with oversight intact.
Turnaround drops · Scale expands · Oversight remains
EMPLOYEES
Help that feels like support, not supervision.
Assign work to an agent the same way you would a teammate. The agent executes one-time tasks or repeatable routines, and asks for approval when it needs access, context, or permission to act.
- Delegate prep, research, and drafting to the agent
- Approve requested actions when needed, then let it proceed
- Turn repeatable work into saved routines
- Stay accountable with reviewable history and outcomes
Core apps in action
Notepad
Review agent request + approve
Browser
Research trends + extract highlights
Task Board
Convert to routine + schedule
Watching an assistant use core apps, end to end.
SECURITY
AI your security team can support.
Assistants operate inside isolated workspaces with human review gates, activity logging, and clear boundaries. Work is visible. Sensitive actions can require review. Nothing runs out of sight.
- Isolated work environments
- Human review gates for sensitive actions
- Reviewable activity history
- Clear separation between assistants and internal systems
Governance snapshot
Supervision Console
Review gate configured
Agent Log
Actions + context captured
Routines
Allowed automations listed
Watching an assistant use core apps, end to end.
MANAGEMENT
More output without more burnout.
When preparation work is handled by assistants, employees spend more time on decisions and less on busywork. That increases throughput without increasing workload.
- Faster research and reporting cycles
- Shorter turnaround on operational tasks
- Less time lost to repetitive processes
- Better use of employee expertise
Operational view
Task Board
Workload + throughput
Agent Log
What changed + why
Unit Converter
Quick calc in flow
Watching an assistant use core apps, end to end.
Built for AI assistants in real work.
Stacksona is the assistant workspace layer that employees adopt naturally, security can endorse, and management can measure.
Human control by default
Three-state delegation (ACTIVE, MUTED, SLEEPING), plus approval gates for sensitive actions. You stay in charge.
Isolation and safety
Agents work inside isolated workspaces with controlled lifecycle and durable audit history, designed to prevent cross-system compromise.
Replayable execution
Scrub through sessions like a video. Reconstruct state from deltas. Roll back precisely when needed.
Early-stage, built for serious teams
Stacksona is being designed with teams who need practical AI adoption with oversight, policy control, and reviewable history.
In design with
FinTech • Ops • Internal Tools
Use cases where assistants must be helpful to employees without creating security or governance debt.
Use case example
Supervised research assistants
A workflow where external actions require , and every outcome is recorded for audit and review.
Want the architecture?
Reference deployment
We can share a reference architecture for security review and a policy-first rollout plan.
Deterministic Orchestrator System.
A governed runtime built for AI agents and human operators, without the overhead of virtual machines or brittle browser automation. State changes are explicit, reviewable, and reproducible.
Deterministic state
Every action produces a predictable delta you can inspect, replay, and roll back.
Observable by default
Audit history, approvals, and outcomes are first-class. Nothing happens off the record.
Agent-native I/O
Files, tools, and routines live inside the workspace, so agents can execute reliably and safely.
Build workflows that scale because the environment is stable, inspectable, and policy aware.
Core apps
Seven apps cover the oversight and execution leaders care about most. There are 8 more system apps included in every workspace.
Supervision Console
Set run states, approvals, and permissions. Gate sensitive actions and keep autonomy aligned to risk.
Agent Log
Reviewable history of actions, tool calls, and decisions. Built for audit, playback, and incident review.
Task Board
Turn work into repeatable routines. Track execution state across people and agents with clear ownership.
Browser
Controlled research and verification aligned to workspace logging. Keep evidence attached to decisions.
MS 365
Work with Microsoft 365 documents and data in governed flows while keeping actions reviewable and policy aligned.
File Explorer
All inputs, artifacts, exports, and evidence packs live in one deterministic workspace tree.
Draft, triage, and send governed communications with context from workflows and approvals kept in the audit trail.
Plus 8 more system apps
Included by default: notes, routines, contacts, utilities, and additional execution tools that round out the workspace.
Reviewable work, not invisible automation.
Stacksona records meaningful assistant actions as structured events. See what was done, when, and why, and return to a known good state if needed.
- Chronological event feed with tags and context
- Human captured in the timeline
- Restore points that map to exact state
- Built for review and governance
Audit timeline playback
Browser
https://vendor.example/security
LIVE
Chat App
/agent
ACTIVE
Notepad
/notes
SAVED
Task Board
/workflow
RUNNING
Built for high-stakes operations
Workflow briefs for teams introducing AI into decision-critical, reviewable work.
Workflow brief
Structured evaluation and diligence
Evidence-backed research, approvals, and replayable history for institutional decision-making.
Workflow brief
Vendor and third party review
Approvals, audit trails, and exports for repeatable vendor reviews.
Workflow brief
Ongoing risk and performance monitoring
Governed ongoing analysis with policies and rollback-friendly execution.
The assistant layer for your workforce.
Models are getting more capable. The problem is control, visibility, and safety in real workflows. Stacksona is the governance layer between powerful AI and business operations.
What Stacksona is
Stacksona is built for teams that want AI agent leverage without giving up control. It is a governed workspace where agent actions are observable, reviewable, and reversible.
Bring your own model provider, configure the policy gates you want, and keep a durable history you can audit and replay. When something goes wrong, roll back to a known-good state and move forward with confidence.
What you get
Control
3-state delegation
Dial autonomy up or down per workflow.
Evidence
Auditable mutations
Every action and state change is recorded for review.
Governance, felt instantly
Fast on safe steps. Paused where it matters.
1 Assistant works inside a governed workspace
2 Sensitive actions trigger a gate
3 Approvals and outcomes are recorded for review
Governance demo
Drag to review
Assistant console
WORK Collecting sources…
WORK Drafting summary…
WORK Formatting report…
GATE Approval required
Send external email to vendor contact.
MoveReviewHistory
Talk to the team
We’ll help you map a governed workflow and stand up an isolated pilot environment.
Want to see it applied to your workflows?
Schedule an architecture discussion for a guided governance review and pilot planning.