Nexobiz Foundation Console

Phase 8 Intelligence Systems

# AI agents, competitor intelligence, and predictive analytics

Add governed AI employees, market signals, predictive risk scoring, and cross-module recommendations with premium cloud gates.

Intelligence-ready
Role-governed

## AI Agents

Signal-tracked

## Competitors

Explainable

## Predictions

Cloud-gated

## Insights

## Agent Roles

sales_operator
finance_analyst
project_coordinator
inventory_planner
support_specialist
field_supervisor
executive_advisor

## Execution Modes

draft_only
human_approved
autonomous_internal
scheduled_review
cloud_premium

## Competitor Signals

pricing_change
feature_launch
promotion_detected
positioning_shift
review_sentiment_change
market_entry
hiring_signal

## Prediction Types

churn_risk
approval_delay_risk
project_delay_risk
stockout_risk
revenue_forecast
field_failure_risk
support_escalation_risk

## Insight Pipeline

collect
normalize
classify
embed
score
recommend
route

## Governance Controls

permission_review
prompt_review
tool_scope_review
high_impact_prediction_review
external_communication_review

## Cloud Gates

premium_reasoning
competitor_monitoring
predictive_models
cross_module_recommendations
executive_advisor

## Phase 8 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 intelligence validator
API route contract validator
Frontend production build
Signed release manifest