AI Agent Planning / Counterfactual Simulation Runtime

Your Agent Has More Than One Way To Act.

Simulate Every Action Before The Agent Commits.

Before enterprise agents call CRM, billing, ticketing, or APIs, SageBirch fans out feasible paths, simulates side effects and irreversibility in isolation, then commits only the safest path that still hits the goal.

Simulate An Action
Goal Resolve overdue invoice without interrupting the customer workspace
Branch A

Retry payment → keep workspace active

  • Tool Calls
  • Predicted State
  • Side Effects
  • Reversibility
  • Missing Preconditions
Branch B

Suspend workspace → notify owner

  • Tool Calls
  • Predicted State
  • Side Effects
  • Reversibility
  • Missing Preconditions
Branch C · Recommended

Extend grace period → create follow-up

  • Tool Calls
  • Predicted State
  • Side Effects
  • Reversibility
  • Missing Preconditions
Before Commit
Selected Plan extend_grace_period → create_follow_up

Branch C · Intent contract billing.preserve_access.v4

Expected State Diff
  • workspace.access expires_today → active_until_2026-08-24
  • task.follow_up created
  • invoice.status overdue (unchanged)
Unresolved Assumption

Revenue recognition impact unknown — requires finance policy evidence.