DNA
AIOSDNA

PRODUCTION_DEPLOYMENT_GUIDE

AIOSx Production Deployment Guide

🚀 Production Deployment Checklist

This guide covers deploying AIOSx to real production with:

  • Helm chart deployment
  • Real customer clusters
  • External service integrations (IBKR, Coinbase, Twilio, Zendesk, Salesforce)
  • PoV flows with real business data
  • CorporateBrain 24/7 operation
  • Live ROI collection

Prerequisites

Infrastructure Requirements

  • ✅ Kubernetes cluster (1.20+) with 16GB+ RAM
  • ✅ Helm 3.x installed
  • ✅ PostgreSQL 15+ database
  • ✅ Redis (optional, for caching)
  • ✅ Domain names configured (DNS)
  • ✅ SSL certificates (Let's Encrypt or custom)
  • ✅ External secret management (AWS Secrets Manager, HashiCorp Vault, or Kubernetes Secrets)

External Service Accounts

  • ✅ Trading: IBKR (Interactive Brokers), Coinbase Pro, Binance
  • ✅ Payments: Stripe, PayPal (✅ Implemented - See Billing Integration)
  • ✅ Communication: Twilio (SMS/Voice)
  • ✅ Support: Zendesk, Jira, ServiceNow
  • ✅ CRM: Salesforce, HubSpot
  • ✅ Monitoring: Prometheus, Grafana (or Datadog, New Relic)

Production Features Status

  • ✅ Enhanced JWT Authentication: Database-backed with PostgreSQL (See Authentication Guide)
  • ✅ HTTPS/TLS: Automatic certificate management (See Production Features)
  • ✅ Stripe & PayPal Billing: Real payment processing with webhooks
  • ✅ Ops Copilot: Natural language chat interface
  • ✅ Predictive Self-Healing: AI-powered failure prediction

Step 1: Deploy Helm Chart

1.1 Prepare Helm Values

Create production-values.yaml:

yaml
global:
  domain: aiosx.com
  apiDomain: api.aiosx.com
  consoleDomain: console.aiosx.com
  environment: production


# Database
postgres:
  enabled: true
  auth:
    username: aiosx
    password: ${POSTGRES_PASSWORD}  # From secret
    database: aiosx
  primary:
    persistence:
      enabled: true
      size: 200Gi
      storageClass: gp3


# Redis (optional)
redis:
  enabled: true
  architecture: standalone
  master:
    persistence:
      enabled: true
      size: 50Gi


# Backend
backend:
  enabled: true
  replicaCount: 3
  image:
    repository: aiosx/backend
    tag: "1.0.0"
  env:
    # Database
    DATABASE_URL: "postgresql://aiosx:${POSTGRES_PASSWORD}@aiosx-postgres:5432/aiosx"
    REDIS_URL: "redis://aiosx-redis-master:6379/0"
    
    # External Services
    IBKR_HOST: "127.0.0.1"
    IBKR_PORT: "7497"  # Paper: 7497, Live: 7496
    COINBASE_API_KEY: "${COINBASE_API_KEY}"
    COINBASE_API_SECRET: "${COINBASE_API_SECRET}"
    TWILIO_ACCOUNT_SID: "${TWILIO_ACCOUNT_SID}"
    TWILIO_AUTH_TOKEN: "${TWILIO_AUTH_TOKEN}"
    ZENDESK_SUBDOMAIN: "${ZENDESK_SUBDOMAIN}"
    ZENDESK_EMAIL: "${ZENDESK_EMAIL}"
    ZENDESK_API_TOKEN: "${ZENDESK_API_TOKEN}"
    SALESFORCE_USERNAME: "${SALESFORCE_USERNAME}"
    SALESFORCE_PASSWORD: "${SALESFORCE_PASSWORD}"
    SALESFORCE_SECURITY_TOKEN: "${SALESFORCE_SECURITY_TOKEN}"
    STRIPE_API_KEY: "${STRIPE_API_KEY}"
    
    # Environment
    AIOSX_ENV: "production"
    AIOSX_DEBUG: "false"
    LOG_LEVEL: "INFO"
    
    # Public URLs
    PUBLIC_API_BASE_URL: "https://api.aiosx.com"
    PUBLIC_FRONTEND_BASE_URL: "https://aiosx.com"


  resources:
    requests:
      cpu: "500m"
      memory: "1Gi"
    limits:
      cpu: "2000m"
      memory: "4Gi"


# Frontend
frontend:
  enabled: true
  replicaCount: 2
  ingress:
    enabled: true
    hosts:
      - host: aiosx.com
        paths:
          - path: /
            pathType: Prefix
    tls:
      - secretName: aiosx-tls
        hosts:
          - aiosx.com


# Domain Kernels
kernels:
  trading:
    enabled: true
    replicas: 2
    resources:
      requests:
        cpu: "2"
        memory: "4Gi"
      limits:
        cpu: "4"
        memory: "8Gi"
  
  defi_fx:
    enabled: true
    replicas: 2
  
  llm:
    enabled: true
    replicas: 3
    resources:
      requests:
        cpu: "4"
        memory: "8Gi"
      limits:
        cpu: "8"
        memory: "16Gi"
  
  voiceos:
    enabled: true
    replicas: 2
  
  security:
    enabled: true
    replicas: 2


# Agent Mesh
agentMesh:
  enabled: true
  replicas: 5


# Monitoring
monitoring:
  prometheus:
    enabled: true
  grafana:
    enabled: true
    adminPassword: "${GRAFANA_PASSWORD}"


# Backup
backup:
  enabled: true
  schedule: "0 2 * * *"  # Daily at 2 AM
  retentionDays: 30

1.2 Create Kubernetes Secrets

bash
# Create namespace
kubectl create namespace aiosx


# Create secrets
kubectl create secret generic aiosx-secrets \
  --from-literal=postgres-password='YOUR_SECURE_PASSWORD' \
  --from-literal=coinbase-api-key='YOUR_COINBASE_KEY' \
  --from-literal=coinbase-api-secret='YOUR_COINBASE_SECRET' \
  --from-literal=twilio-account-sid='YOUR_TWILIO_SID' \
  --from-literal=twilio-auth-token='YOUR_TWILIO_TOKEN' \
  --from-literal=zendesk-subdomain='YOUR_ZENDESK_SUBDOMAIN' \
  --from-literal=zendesk-email='YOUR_ZENDESK_EMAIL' \
  --from-literal=zendesk-api-token='YOUR_ZENDESK_TOKEN' \
  --from-literal=salesforce-username='YOUR_SALESFORCE_USERNAME' \
  --from-literal=salesforce-password='YOUR_SALESFORCE_PASSWORD' \
  --from-literal=salesforce-security-token='YOUR_SALESFORCE_TOKEN' \
  --from-literal=stripe-api-key='YOUR_STRIPE_KEY' \
  --from-literal=grafana-password='YOUR_GRAFANA_PASSWORD' \
  --namespace=aiosx

1.3 Deploy with Helm

bash
# Add Helm repository (if using remote)
helm repo add aiosx https://charts.aiosx.com
helm repo update


# Or use local charts
cd deployment/helm/aiosx-umbrella


# Install
helm install aiosx . \
  --namespace aiosx \
  --create-namespace \
  --values production-values.yaml \
  --set-file secrets=aiosx-secrets


# Verify deployment
helm status aiosx -n aiosx
kubectl get pods -n aiosx

Step 2: Configure External Service Integrations

2.1 Trading Platforms (IBKR, Coinbase, Binance)

Interactive Brokers (IBKR)

python
# Store IBKR credentials via API
POST /monetization/credentials/store
{
  "provider": "ibkr",
  "secret_type": "api_key",
  "value": "YOUR_IBKR_API_KEY",
  "metadata": {
    "host": "127.0.0.1",
    "port": 7497,  # Paper trading
    "client_id": 1
  },
  "rotation_schedule_days": 90
}

IBKR Connection Setup:

  1. Install IB Gateway or TWS
  2. Enable API access in TWS: Configure → API → Settings
  3. Set Trusted IPs to your Kubernetes cluster IPs
  4. Configure Trading Kernel to connect: 
    yaml
    trading:
      ibkr:
        enabled: true
        host: "ib-gateway-host"
        port: 7497
        client_id: 1

Coinbase Pro

python
# Store Coinbase credentials
POST /monetization/credentials/store
{
  "provider": "coinbase",
  "secret_type": "api_key",
  "value": "YOUR_COINBASE_API_KEY",
  "metadata": {
    "api_secret": "YOUR_COINBASE_SECRET",
    "passphrase": "YOUR_PASSPHRASE",
    "sandbox": false  # Set to true for testing
  }
}

2.2 Communication (Twilio)

python
# Configure Twilio for VoiceOS Kernel
POST /monetization/credentials/store
{
  "provider": "twilio",
  "secret_type": "api_key",
  "value": "YOUR_TWILIO_ACCOUNT_SID",
  "metadata": {
    "auth_token": "YOUR_TWILIO_AUTH_TOKEN",
    "phone_number": "+1234567890"
  }
}

VoiceOS Configuration:

yaml
voiceos:
  twilio:
    enabled: true
    account_sid: "${TWILIO_ACCOUNT_SID}"
    auth_token: "${TWILIO_AUTH_TOKEN}"
    phone_number: "+1234567890"

2.3 Support (Zendesk)

python
# Configure Zendesk integration
POST /monetization/credentials/store
{
  "provider": "zendesk",
  "secret_type": "api_token",
  "value": "YOUR_ZENDESK_API_TOKEN",
  "metadata": {
    "subdomain": "your-subdomain",
    "email": "your-email@example.com"
  }
}

Support Engine Configuration:

yaml
support:
  zendesk:
    enabled: true
    subdomain: "${ZENDESK_SUBDOMAIN}"
    email: "${ZENDESK_EMAIL}"
    api_token: "${ZENDESK_API_TOKEN}"

2.4 CRM (Salesforce)

python
# Configure Salesforce integration
POST /monetization/credentials/store
{
  "provider": "salesforce",
  "secret_type": "oauth_token",
  "value": "YOUR_SALESFORCE_ACCESS_TOKEN",
  "metadata": {
    "username": "your-username",
    "password": "your-password",
    "security_token": "your-security-token",
    "instance_url": "https://your-instance.salesforce.com"
  }
}

Sales Engine Configuration:

yaml
sales:
  salesforce:
    enabled: true
    username: "${SALESFORCE_USERNAME}"
    password: "${SALESFORCE_PASSWORD}"
    security_token: "${SALESFORCE_SECURITY_TOKEN}"
    instance_url: "https://your-instance.salesforce.com"

Step 3: Deploy Real Customer Cluster

3.1 Create Customer Cluster

bash
# Use customer-cluster Helm values
helm install customer-cluster-1 \
  deployment/helm/customer-cluster \
  --namespace customer-1 \
  --create-namespace \
  --set global.region=us-east-1 \
  --set global.environment=production \
  --set global.replicaCount=3 \
  --set global.highAvailability=true \
  --set ingress.tls[0].hosts[0]=api.customer1.example.com

3.2 Provision Tenant

python
# Create tenant via API
POST /commercial/provisioning/create
{
  "customer_name": "Acme Corp",
  "customer_id": "acme-corp-001",
  "domains": ["trading", "llm", "security"],
  "plan": "enterprise",
  "regions": ["us-east-1", "us-west-2"]
}


# Execute provisioning
POST /commercial/provisioning/{plan_id}/execute

3.3 Verify Production Health

bash
# Check production health
GET /commercial/production/health/{tenant_id}


# Expected response:
{
  "tenant_id": "acme-corp-001",
  "status": "healthy",
  "checks": {
    "slo_compliance": true,
    "logging_configured": true,
    "incident_routing": true,
    "backups_enabled": true,
    "dr_configured": true,
    "security_posture": "compliant"
  }
}

Step 4: Run PoV Flows with Real Business Data

4.1 Create PoV Deployment

python
# Generate PoV kit
POST /pov/generate
{
  "prospect_name": "Beta Customer",
  "prospect_id": "beta-001",
  "capabilities": ["trading", "support", "llm", "security"],
  "sample_data": {
    "tickets": [
      {
        "id": "TICKET-001",
        "subject": "Password reset request",
        "priority": "high",
        "status": "open"
      }
    ],
    "sales_leads": [
      {
        "id": "LEAD-001",
        "company": "Tech Corp",
        "value": 50000,
        "stage": "qualified"
      }
    ],
    "trading_history": [
      {
        "id": "TRADE-001",
        "asset_pair": "BTC/USD",
        "side": "buy",
        "quantity": 1.0,
        "price": 50000.0
      }
    ]
  }
}


# Deploy PoV
POST /pov/{deployment_id}/deploy

4.2 Execute PoV Playbook

python
# Run Trading PoV Playbook
POST /pov/playbooks/trading/execute
{
  "tenant_id": "beta-001",
  "duration_hours": 72,
  "goals": [
    "Demonstrate 10-20% improvement in trade execution speed",
    "Show risk management capabilities"
  ]
}


# Run Support PoV Playbook
POST /pov/playbooks/support/execute
{
  "tenant_id": "beta-001",
  "duration_hours": 72,
  "goals": [
    "Demonstrate 30-50% reduction in resolution time",
    "Show autonomous Level 1 support"
  ]
}

4.3 Get PoV Report

python
# Get PoV results
GET /pov/report/{tenant_id}


# Response includes:
{
  "deployment_id": "pov-001",
  "status": "completed",
  "workflows_executed": 150,
  "value_created": {
    "trading": {
      "execution_speed_improvement": "18%",
      "risk_reduction": "25%"
    },
    "support": {
      "resolution_time_reduction": "42%",
      "cost_savings": "$5,000/month"
    }
  },
  "improvements_achieved": [
    "Automated 80% of Level 1 support tickets",
    "Reduced trade execution latency by 18%",
    "Prevented 3 security incidents"
  ]
}

Step 5: Enable CorporateBrain 24/7 Operation

5.1 Initialize CorporateBrain

python
# Start CorporateBrain
POST /autonomous/corporate-brain/start
{
  "planning_horizon": "quarterly",
  "strategic_objectives": [
    {
      "name": "Increase MRR by 20%",
      "target_kpi": "mrr",
      "target_value": 120000.0,
      "deadline": "2024-12-31T00:00:00Z",
      "priority": 10
    },
    {
      "name": "Reduce support costs by 30%",
      "target_kpi": "support_cost",
      "target_value": 7000.0,
      "deadline": "2024-12-31T00:00:00Z",
      "priority": 8
    }
  ]
}

5.2 Configure Long-Horizon Planning

python
# Set planning loop
POST /autonomous/corporate-brain/planning-loop
{
  "enabled": true,
  "interval_hours": 24,  # Daily planning cycle
  "horizons": ["daily", "weekly", "monthly", "quarterly"],
  "objectives": [
    "revenue_growth",
    "cost_optimization",
    "customer_satisfaction",
    "market_expansion"
  ]
}

5.3 Monitor CorporateBrain

bash
# Check CorporateBrain status
GET /autonomous/corporate-brain/status


# Get strategic plan
GET /autonomous/corporate-brain/plan


# Get execution progress
GET /autonomous/corporate-brain/progress

Step 6: Start Collecting Live ROI

6.1 Enable ROI Tracking

python
# Start Trading ROI experiment
POST /customer/roi/experiments/trading/start
{
  "tenant_id": "acme-corp-001",
  "baseline_period_days": 30,
  "experiment_period_days": 90,
  "metrics": [
    "execution_speed",
    "slippage_reduction",
    "win_rate_improvement",
    "risk_reduction"
  ]
}


# Start Support ROI experiment
POST /customer/roi/experiments/support/start
{
  "tenant_id": "acme-corp-001",
  "baseline_period_days": 30,
  "experiment_period_days": 90,
  "metrics": [
    "resolution_time",
    "cost_per_ticket",
    "escalation_rate",
    "customer_satisfaction"
  ]
}

6.2 View Live ROI Metrics

python
# Get ROI summary
GET /customer/{tenant_id}/roi?period_start=2024-01-01&period_end=2024-03-31


# Response:
{
  "tenant_id": "acme-corp-001",
  "period": {
    "start": "2024-01-01T00:00:00Z",
    "end": "2024-03-31T23:59:59Z"
  },
  "roi_metrics": {
    "trading": {
      "execution_speed_improvement": "18%",
      "slippage_reduction": "12%",
      "win_rate_improvement": "8%",
      "estimated_value": "$25,000/month"
    },
    "support": {
      "resolution_time_reduction": "42%",
      "cost_per_ticket_reduction": "35%",
      "escalation_rate_reduction": "28%",
      "estimated_value": "$8,000/month"
    },
    "total_estimated_value": "$33,000/month",
    "roi_percentage": "450%"
  }
}

Step 7: Real-World Validation Experiments

7.1 Trading ROI Experiments

Note: Value experiment endpoints (/value/trading/roi/experiment, /value/support/roi/experiment, etc.) are planned but not yet implemented. Use ROI tracking endpoints instead.

python
# Start Trading ROI experiment (Planned - returns planned status)
POST /customer/roi/experiments/trading/start
{
  "tenant_id": "acme-corp-001",
  "baseline_period_days": 30,
  "experiment_period_days": 90,
  "metrics": [
    "execution_speed",
    "slippage_reduction",
    "win_rate_improvement",
    "risk_reduction"
  ]
}


# Get ROI results
GET /customer/{tenant_id}/roi?period_start=2024-01-01&period_end=2024-03-31

7.2 Support Cost Reduction

python
# Start Support ROI experiment (Planned - returns planned status)
POST /customer/roi/experiments/support/start
{
  "tenant_id": "acme-corp-001",
  "baseline_period_days": 30,
  "experiment_period_days": 90,
  "metrics": [
    "resolution_time",
    "cost_per_ticket",
    "escalation_rate",
    "customer_satisfaction"
  ]
}

7.3 Sales Uplift

Note: Sales ROI experiments are planned but not yet implemented.

7.4 Live A/B Tests

Note: A/B testing endpoints (/value/ab-test/start) are planned but not yet implemented.

7.5 Shadow Mode Tests

Note: Shadow mode testing endpoints (/value/shadow-mode/start) are planned but not yet implemented.

Step 8: Prepare for Paying Customers

8.1 Configure Billing

python
# Set up billing for tenant
POST /billing/tenant/{tenant_id}/configure
{
  "plan": "enterprise",
  "billing_cycle": "monthly",
  "payment_method": "stripe",
  "stripe_customer_id": "cus_xxxxx",
  "usage_based_billing": true,
  "overage_rules": {
    "llm_requests": {
      "included": 10000,
      "overage_rate": 0.001
    },
    "api_requests": {
      "included": 100000,
      "overage_rate": 0.0001
    }
  }
}

8.2 Set Up SLA Monitoring

python
# Define SLA for tenant
POST /sla/define
{
  "tenant_id": "acme-corp-001",
  "sla_tier": "enterprise",
  "slo_definitions": [
    {
      "metric": "api_latency_p95",
      "target": 200,  # milliseconds
      "error_budget": 0.01  # 1% error budget
    },
    {
      "metric": "uptime",
      "target": 0.999,  # 99.9% uptime
      "error_budget": 0.001
    }
  ]
}


# Monitor SLA compliance
GET /sla/report/{tenant_id}

8.3 Enable Marketplace

python
# Publish workflow to marketplace
POST /monetization/marketplace/publish
{
  "item_type": "workflow",
  "name": "Elite Trade Flow",
  "description": "Multi-kernel trading workflow",
  "pricing_model": "usage_based",
  "price": 0.10,  # Per execution
  "creator_id": "aiosx"
}


# Enable marketplace for tenant
POST /monetization/marketplace/enable
{
  "tenant_id": "acme-corp-001",
  "marketplace_access": true
}

8.4 Configure Multi-Region

python
# Set up multi-region deployment
POST /global/regions/configure
{
  "regions": [
    {
      "region_id": "us-east-1",
      "enabled": true,
      "primary": true,
      "kernels": ["trading", "llm", "security"]
    },
    {
      "region_id": "us-west-2",
      "enabled": true,
      "primary": false,
      "kernels": ["llm", "security"]
    },
    {
      "region_id": "eu-west-1",
      "enabled": true,
      "primary": false,
      "kernels": ["llm", "security"]
    }
  ],
  "failover_policy": "automatic"
}


# Get global status
GET /global/status

Console UI

The AIOSx Console provides a comprehensive web interface accessible after authentication:

  • URL: http://localhost:3000 (or your configured frontend URL)
  • Features: 23 feature tabs covering all platform capabilities
  • Real-Time: WebSocket connection for live updates
  • Interactive: Forms, search, filtering, charts, detailed views
  • Documentation: See Console UI Guide for complete documentation

Quick Access

  1. Navigate to the login page
  2. Sign in with your credentials
  3. Access all features through the tabbed interface
  4. Use search and filters to find items quickly
  5. View real-time updates via WebSocket connection

Monitoring & Observability

Health Checks

bash
# API health
curl https://api.aiosx.com/health


# Component health
curl https://api.aiosx.com/health/component/kernel-registry


# Mesh overview
curl https://api.aiosx.com/ops/mesh/overview


# SLO status
curl https://api.aiosx.com/ops/slo

Metrics & Dashboards

  • Prometheus: http://prometheus.aiosx.com:9090
  • Grafana: http://grafana.aiosx.com:3000 (admin/${GRAFANA_PASSWORD})
  • API Metrics: https://api.aiosx.com/metrics (Prometheus format)

Logs

bash
# View backend logs
kubectl logs -f deployment/aiosx-backend -n aiosx


# View kernel logs
kubectl logs -f deployment/trading-kernel -n aiosx


# View all pods
kubectl get pods -n aiosx

Production Checklist

  • Helm chart deployed successfully
  • All pods running and healthy
  • Database migrations completed
  • External service credentials configured
  • IBKR/Coinbase connections tested
  • Twilio integration verified
  • Zendesk/Salesforce connected
  • Customer cluster provisioned
  • PoV flows executed with real data
  • CorporateBrain running 24/7
  • ROI tracking enabled
  • A/B tests configured
  • Billing configured for tenants
  • SLA monitoring active
  • Multi-region failover tested
  • Backup schedule configured
  • Monitoring dashboards set up
  • Alerting rules configured
  • Security posture validated
  • Compliance exports tested

Next Steps

  1. Monitor First 24 Hours: Watch all metrics, logs, and alerts
  2. Validate ROI Experiments: Review initial ROI data
  3. Optimize Performance: Use AKO recommendations
  4. Scale as Needed: Add replicas based on load
  5. Onboard First Paying Customer: Use PoV → Production flow
  6. Generate Investor Reports: Use /investor/report endpoint
  7. Iterate and Improve: Use CorporateBrain insights

Support

  • Documentation: /docs directory
  • API Docs: https://api.aiosx.com/docs
  • Health Status: https://api.aiosx.com/health
  • Ops Console: https://console.aiosx.com

🎉 You're now running AIOSx in REAL PRODUCTION!

Current Implementation Status

✅ Fully Implemented

  • Core Services: Kernel Registry, Health Bus, Orchestrator, Workflow Engine, AKO Controller
  • AGI Services: AgentMesh, ReasoningTracer, CognitiveLoops, PolicyEngine, SimCore
  • Monetization Services: APIMonetization, PaymentAdapter (✅ Real Stripe/PayPal Integration), RevenueLedger, ProfitabilityEngine, ProductCatalog, Marketplace
  • Production Features:
    • ✅ Enhanced JWT Authentication (PostgreSQL-backed)
    • ✅ HTTPS/TLS with cert-manager
    • ✅ Stripe & PayPal Billing (real API integration)
    • ✅ Ops Copilot (natural language interface)
    • ✅ Predictive Self-Healing (Prometheus-based failure prediction)
  • Enterprise Services: ProcessExecutor, EnterpriseMemory, RevenueEngine, Governance, KPIEngine, ResourcePlanner, HumanAIBridge, DigitalTwin
  • Commercial Services: TenantProvisioningFlow, ProductionHealthChecklist, CustomerLifecycleManager, SLAEngine, BillingEngine
  • PoV Services: PoVKitGenerator
  • ROI Services: CustomerROITracker

📚 Documentation

✅ Implemented Endpoints

  • Commercial: /commercial/provisioning/create, /commercial/provisioning/{plan_id}/execute, /commercial/production/health/{tenant_id}
  • PoV: /pov/generate, /pov/{deployment_id}/deploy, /pov/{deployment_id}, /pov/report/{tenant_id}
  • ROI: /customer/{tenant_id}/roi, /customer/{tenant_id}/success_dashboard
  • CorporateBrain: /autonomous/corporate-brain/start, /autonomous/corporate-brain/planning-loop, /autonomous/corporate-brain/status, /autonomous/corporate-brain/plan, /autonomous/corporate-brain/progress
  • Enterprise: /enterprise/processes, /enterprise/memory/objects, /enterprise/kpi/summary, /enterprise/revenue/strategies, /enterprise/governance/execute
  • Monetization: /monetization/api-keys, /monetization/payments, /monetization/revenue/summary, /monetization/marketplace/items
  • AGI: /agi/agents, /agi/insight_chains, /agi/cognitive_loop/status, /agi/cognitive/kpis

⚠️ Planned (Endpoints Exist but Return "Planned" Status)

  • ROI Experiments: /customer/roi/experiments/trading/start, /customer/roi/experiments/support/start
    • These endpoints exist but return a "planned" status message
    • Full implementation requires additional backend logic

📋 Not Yet Implemented

  • Value Experiment Endpoints: /value/trading/roi/experiment, /value/support/roi/experiment, /value/sales/roi/experiment
  • A/B Testing Endpoints: /value/ab-test/start, /value/ab-test/{test_id}/results
  • Shadow Mode Endpoints: /value/shadow-mode/start
  • PoV Playbook Execution: /pov/playbooks/trading/execute, /pov/playbooks/support/execute
    • PoV generation and deployment work, but playbook execution requires additional implementation

🔧 Service Initialization

All services listed in "Fully Implemented" are initialized in aiosx/api/initialization.py and available at startup. Services are registered with their respective API endpoints and ready for use.

📝 API Documentation

All implemented endpoints are documented in the Swagger UI at:

  • Local: http://localhost:8000/docs
  • Production: https://api.aiosx.com/docs

🚀 Next Steps for Full Production Readiness

  1. Implement Value Experiment Endpoints: Add full ROI experiment tracking and analysis
  2. Implement A/B Testing: Add A/B test framework for model and workflow comparison
  3. Implement Shadow Mode: Add shadow mode testing for safe rollout
  4. Implement PoV Playbooks: Add playbook execution engine for automated PoV flows
  5. Complete Commercial Service Registration: Add setter functions for all commercial services
  6. Complete Autonomous Service Registration: Add setter functions for all autonomous services (currently only CorporateBrain is registered)

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