Nexobiz Foundation Console

Phase 9 Autonomous Optimization

# Digital twin, simulation, self-healing, and enterprise scale

Move from intelligence to advisory autonomy with simulation-first recommendations, governed self-healing, and enterprise scale controls.

Autonomy-ready
Advisory-first

## Optimization

Versioned

## Digital Twin

Required

## Simulation

Scale-ready

## Enterprise

## Optimization Targets

workflow_latency
approval_bottlenecks
communication_cost
field_route_efficiency
inventory_turnover
agent_utilization
roi_improvement

## Autonomy Modes

observe_only
recommendation_only
simulation_required
human_approved_execution
limited_safe_autonomy

## Digital Twin Entities

company
branch
workflow
team
customer_segment
inventory_network
field_operation
revenue_stream

## Scenario Types

workflow_redesign
staffing_change
pricing_change
market_shift
inventory_policy_change
regional_expansion
ai_agent_rollout

## Self-Healing Actions

retry_failed_node
reroute_approval
switch_communication_channel
escalate_stalled_task
rebalance_field_assignment
suggest_workflow_patch

## Enterprise Scale Domains

multi_region_runtime
data_residency_routing
enterprise_sso
dedicated_queues
tenant_sharding
cross_region_backup
white_label_fleet

## Graph Uses

root_cause_analysis
impact_analysis
next_best_action
executive_strategy
automation_discovery

## Phase 9 Exit Gates

Phase 1 release gate
Phase 2 release gate
Phase 3 release gate
Phase 4 release gate
Phase 5 release gate
Phase 6 release gate
Phase 7 release gate
Phase 8 release gate
Phase 9 autonomy validator
API route contract validator
Frontend production build
Signed release manifest