Workflow brief
Ongoing risk and performance monitoring
Keep recurring monitoring trustworthy. Stacksona runs scheduled checks, flags deviations, and records a timeline of actions and approvals so teams can explain what changed and why. Commonly used for portfolio oversight, claims and exposure monitoring, and counterparty or vendor risk tracking.
Ongoing monitoring needs consistency, not ad hoc automation
Monitoring is continuous work: collecting signals, drafting updates, and escalating exceptions. A governed workspace keeps automation observable, reviewable, and aligned to team policies as conditions change.
Where Stacksona fits in your operating model
Stacksona is not a replacement for core systems. It is the governed workspace where AI-assisted work happens under supervision, between AI models, team workflows, and internal control expectations.
Keep your existing stack. Use Stacksona for the AI-assisted work that surrounds those systems.
Every AI-assisted action can be reviewed, approved, logged, and reversed when needed.
Run AI-assisted work in a controlled environment that supports audits and model risk reviews.
Common monitoring work teams use Stacksona for
Recurring oversight where you need speed, consistency, and a clear record of actions.
Run scheduled checks and summarize deltas with the underlying sources captured.
Flag breaches and route notifications or next steps through approval gates.
Track drift in key indicators and preserve the timeline of what changed and when.
Summarize signals, attach evidence, and escalate with logged reviewer sign-off.
Generate periodic snapshots that are replayable and exportable for reporting.
Controls that matter in continuous oversight
Automate low-risk work while keeping human accountability for escalations, communications, and decisions.
Human approval gates for sensitive actions.
Complete activity history of AI-assisted work.
Exportable records for internal review.
Rollback to prior workspace states.
Workspace isolation from core systems.
Designed to work alongside your existing governance
Stacksona does not replace internal approval policies, model risk management, audit processes, or oversight review. It provides a controlled environment where AI-assisted work can be conducted in alignment with those frameworks.
Gate sensitive actions and keep reviewer sign-off in the record.
Preserve evidence of model use, context, and outcomes for review.
Export activity history and artifacts as part of audit preparation.
Keep AI-assisted work reviewable and reversible before it leaves the workspace.
Evaluate with your own workflows
During your early access pilot, teams can run real tasks, use approval workflows, review activity history, export records, and experience rollback to assess fit before broader rollout.
Run real AI-assisted tasks, validate approvals and exports, then move to quarterly or annual billing when ready.
No claims, no forced rollout - test your control expectations.
Approval gates, activity history, exports, and rollback in the context of your real operating procedures.
Built for reviewability, traceability, and control.
During your early access pilot, teams can run real tasks, use approval workflows, review activity history, export records, and experience rollback to assess fit before broader rollout.