🏢 Tenant Management Agent Specification¶

📌 Purpose¶

The Tenant Management Agent is responsible for the full lifecycle management of tenants across the ConnectSoft multi-tenant SaaS platform — from initial onboarding and isolation configuration through resource quota management, tenant-specific customization, and continuous health monitoring.

It ensures that every tenant operates within a secure, isolated, properly resourced, and customizable environment that meets their edition-specific requirements and SLA commitments.

🧾 Multi-tenancy without proper management leads to noisy neighbors, security breaches, and resource starvation. This agent ensures every tenant gets a safe, fair, and tailored experience.

🎯 Primary Goals¶

Goal	Description
🏢 Manage tenant lifecycle	Orchestrate tenant creation, configuration, suspension, and decommissioning
🔒 Configure isolation	Set up data isolation, compute boundaries, and network segmentation per tenant
📊 Enforce resource quotas	Define and enforce CPU, memory, storage, and API rate limits per tenant and edition
🧩 Enable customization	Manage tenant-specific configuration overrides, branding, and feature toggles
🔍 Monitor tenant health	Continuously track tenant resource usage, performance, and SLA compliance
📋 Generate tenant plans	Produce structured onboarding plans for new tenants with edition-appropriate configuration

🧠 Core Role in the Factory¶

The Tenant Management Agent sits within the Platform Evolution and Runtime Customization cluster as the multi-tenancy orchestration layer. It coordinates with IAM, Feature Toggle, Configuration Management, and Database agents to provision and maintain isolated, customized tenant environments.

🧩 Position in the Platform Evolution and Runtime Customization Cluster¶

Layer	Cluster	Description
🏢 Tenancy Orchestration	Platform Evolution & Runtime Customization	Manages tenant lifecycle and multi-tenancy configuration
🔒 Isolation Enforcement	Ensures data and compute isolation between tenants
📊 Resource Governance	Enforces quotas and monitors resource consumption per tenant

flowchart TD
    REGISTRATION[📝 Tenant Registration] -->|tenant_registration_requested| TM[🏢 Tenant Management Agent]
    QUOTA[📊 Quota Exceeded] -->|tenant_quota_exceeded| TM
    HEALTH[🔍 Health Degraded] -->|tenant_health_degraded| TM
    TM --> IAM[🔐 IAM Agent]
    TM --> FT[🎛️ Feature Toggle Agent]
    TM --> CONFIG[⚙️ Configuration Manager Agent]
    TM --> DB[🗄️ Database Engineer Agent]
    TM --> BILLING[💰 Usage Metering & Billing Agent]

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⚡ Triggering Events¶

Event	Description
`tenant_registration_requested`	A new tenant signs up or is provisioned, triggering full onboarding workflow
`tenant_quota_exceeded`	A tenant exceeds their resource quota (storage, API calls, compute), requiring intervention
`tenant_health_degraded`	Tenant performance metrics fall below SLA thresholds
`tenant_edition_upgrade_requested`	Tenant requests an edition upgrade requiring configuration migration
`tenant_suspension_triggered`	Billing failure or policy violation triggers tenant suspension workflow
`tenant_decommission_requested`	Tenant requests account deletion or is flagged for decommissioning

📋 Responsibilities and Deliverables¶

🧰 Key Responsibilities¶

Responsibility	Description
🏢 Tenant Provisioning	Create tenant records, allocate resources, configure isolation boundaries, and initialize defaults
🔒 Isolation Configuration	Set up database schema isolation (per-schema or per-database), storage containers, and network policies
📊 Quota Management	Define and enforce resource limits per tenant based on edition tier and custom agreements
🧩 Customization Management	Manage tenant-specific configuration overrides, branding assets, and feature toggle states
🔍 Health Monitoring	Track tenant resource utilization, response times, error rates, and SLA compliance
📋 Onboarding Plan Generation	Produce step-by-step tenant onboarding plans with provisioning checklist and verification steps
🔄 Edition Migration	Orchestrate tenant migration between editions with configuration and data migration steps
⚠️ Suspension and Decommission	Handle tenant suspension, data retention, and secure decommissioning workflows

📤 Deliverables¶

Deliverable Type	Description
⚙️ `tenant-config`	Complete tenant configuration document with isolation settings, quotas, and feature toggles
📋 `tenant-onboarding-plan`	Step-by-step provisioning plan with verification checkpoints
🔒 `isolation-policy`	Isolation configuration specification for data, compute, and network boundaries
📊 `tenant-health-report.json`	Periodic health report with resource utilization, SLA compliance, and alerts
🔄 `edition-migration-plan.yaml`	Migration plan for tenant edition upgrades with rollback procedures

📘 Example Output: Tenant Configuration¶

tenant_id: tenant-acme-corp-2026
tenant_name: "Acme Corporation"
edition: enterprise
created_at: 2026-03-15T10:00:00Z
status: active

isolation:
  strategy: per_schema
  database_schema: acme_corp
  storage_container: acme-corp-assets
  network_policy: enterprise_isolated
  encryption: aes_256_tenant_key

quotas:
  max_users: 500
  max_storage_gb: 100
  api_rate_limit_per_minute: 1000
  max_concurrent_connections: 50
  max_scheduled_jobs: 25

customization:
  branding:
    primary_color: "#1A73E8"
    logo_url: "https://assets.acme.com/logo.svg"
    custom_domain: "app.acme-vet.com"
  feature_toggles:
    advanced_reporting: true
    multi_location: true
    api_access: true
    white_label: true
  locale: en-US
  timezone: America/New_York

sla:
  tier: enterprise
  uptime_target: 99.95%
  response_time_p99_ms: 500
  support_level: priority
  data_residency: us-east

monitoring:
  health_check_interval: 60s
  alert_thresholds:
    cpu_percent: 80
    memory_percent: 85
    storage_percent: 90
    error_rate_percent: 1

📘 Example Output: Tenant Onboarding Plan¶

plan_id: onboard-acme-corp-2026
tenant_id: tenant-acme-corp-2026
edition: enterprise

steps:
  - step: 1
    name: create_tenant_record
    description: "Register tenant in the tenant registry with metadata and edition assignment"
    agent: tenant_management_agent
    verification: tenant_record_exists

  - step: 2
    name: provision_database_schema
    description: "Create isolated database schema with edition-appropriate table structure"
    agent: database_engineer_agent
    verification: schema_migration_complete

  - step: 3
    name: configure_iam
    description: "Set up tenant admin account, roles, and permission boundaries"
    agent: iam_agent
    verification: admin_can_login

  - step: 4
    name: apply_feature_toggles
    description: "Enable enterprise-tier feature flags for the tenant"
    agent: feature_toggle_agent
    verification: feature_flags_active

  - step: 5
    name: configure_custom_domain
    description: "Set up custom domain DNS and SSL certificate"
    agent: infrastructure_engineer_agent
    verification: custom_domain_resolves

  - step: 6
    name: initialize_monitoring
    description: "Configure health checks, alerts, and SLA tracking"
    agent: observability_engineer_agent
    verification: health_check_passing

  - step: 7
    name: send_welcome_notification
    description: "Notify tenant admin with login credentials and getting-started guide"
    agent: onboarding_agent
    verification: welcome_email_delivered

🤝 Collaboration Interfaces¶

🔗 Upstream Agents (Inputs)¶

Agent	Input Provided
IAM Agent	User authentication configuration, role definitions, permission boundaries
Feature Toggle Agent	Feature flag states, edition-to-feature mappings, tenant-specific overrides
Configuration Manager Agent	Configuration schemas, default values, and override policies
Database Engineer Agent	Database provisioning status, schema migration results, capacity metrics

📤 Downstream Agents (Outputs Consumed By)¶

Agent	Output Consumed
IAM Agent	Tenant creation events triggering IAM provisioning
Feature Toggle Agent	Tenant configuration requiring feature flag initialization
Database Engineer Agent	Schema provisioning requests for new tenants
Usage Metering & Billing Agent	Tenant quota definitions and resource consumption data
Observability Engineer Agent	Tenant health monitoring configuration and SLA thresholds

📊 Collaboration Flow¶

flowchart TD
    REGISTRATION[📝 Registration] --> TM[🏢 Tenant Management Agent]

    TM --> IAM[🔐 IAM Agent]
    TM --> FT[🎛️ Feature Toggle Agent]
    TM --> CONFIG[⚙️ Configuration Manager]
    TM --> DB[🗄️ Database Engineer]
    TM --> BILLING[💰 Billing Agent]
    TM --> OBS[🔭 Observability Engineer]
    TM --> OBA[🧭 Onboarding Agent]

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🧠 Memory and Knowledge¶

📚 Pre-Embedded Knowledge¶

Domain	Description
🏢 Multi-tenancy patterns	Per-schema, per-database, shared-schema isolation strategies and trade-offs
📊 Resource quota models	Quota definition patterns for CPU, memory, storage, API rate limiting by tier
🔒 Tenant isolation best practices	Data encryption, network segmentation, and compute isolation patterns
🧩 Edition-to-configuration mapping	ConnectSoft edition features, limits, and default configurations
📋 Tenant lifecycle state machine	Status transitions: provisioning → active → suspended → decommissioned

🧠 Short-Term Memory¶

Capability	Description
📍 Active provisioning context	Current tenant being onboarded with provisioning progress and verification status
📊 Quota evaluation state	Current resource consumption being evaluated against quota thresholds
🔍 Health assessment context	Active health monitoring data being analyzed for SLA compliance

🧠 Long-Term Memory¶

Memory Type	Storage	Purpose
🏢 Tenant registry	`tenant-registry.yaml` + Database	Complete registry of all tenants with status, edition, and configuration
📊 Resource usage history	`tenant-usage-history/`	Historical resource consumption for capacity planning and trend analysis
🔍 Health incident log	`tenant-health-incidents.yaml`	Historical health incidents and resolutions for pattern detection
📋 Onboarding outcomes	`tenant-onboarding-outcomes.yaml`	Provisioning success rates and common failure points

✅ Validation¶

🧪 Validation Checks¶

Check	Description
🔒 Isolation integrity	Tenant data must not be accessible from other tenant contexts
📊 Quota enforcement	Resource limits must be enforced and measurable for every tenant
🧩 Configuration completeness	All required configuration fields must be populated and valid
📋 Onboarding verification	Every provisioning step must pass its verification checkpoint
🏢 Edition alignment	Tenant configuration must match their assigned edition's capabilities
🔍 Health monitoring active	Health checks must be configured and reporting for every active tenant

🔁 Retry and Correction¶

Scenario	Correction
Database provisioning failure	Retry schema creation with fallback to alternative isolation strategy
Quota exceeded without alert	Recalibrate alert thresholds and send immediate notification
Health degradation detected	Scale resources, notify tenant admin, and initiate diagnostic workflow
Onboarding step verification failed	Retry failed step with exponential backoff, escalate after 3 attempts

📊 Observability Hooks¶

Event	Trigger	Payload
`TenantProvisioned`	Tenant successfully onboarded	`tenantId`, `editionId`, `provisioningDuration`, `traceId`
`TenantQuotaExceeded`	Resource quota breached	`tenantId`, `resourceType`, `currentUsage`, `limit`, `traceId`
`TenantHealthDegraded`	SLA threshold breached	`tenantId`, `metric`, `currentValue`, `threshold`, `traceId`
`TenantEditionMigrated`	Edition upgrade completed	`tenantId`, `fromEdition`, `toEdition`, `traceId`
`TenantSuspended`	Tenant suspended	`tenantId`, `reason`, `traceId`
`TenantDecommissioned`	Tenant decommissioned	`tenantId`, `dataRetentionPolicy`, `traceId`

🧾 Summary and Positioning¶

The Tenant Management Agent is the multi-tenancy orchestrator of the ConnectSoft platform, ensuring every tenant:

🏢 Is provisioned through a structured, verified onboarding workflow
🔒 Operates in isolation with proper data, compute, and network boundaries
📊 Stays within quotas with enforced resource limits and proactive alerts
🧩 Gets customized with edition-appropriate features, branding, and configuration
🔍 Is continuously monitored for health, performance, and SLA compliance
🔄 Can migrate between editions with structured migration plans and rollback procedures

🧩 Position in the ConnectSoft Platform¶

flowchart TD
    subgraph Tenant Lifecycle
        REGISTER[📝 Register] --> PROVISION[⚙️ Provision]
        PROVISION --> ACTIVE[✅ Active]
        ACTIVE --> MONITOR[🔍 Monitor]
        MONITOR --> ACTIVE
        ACTIVE --> UPGRADE[📈 Upgrade]
        UPGRADE --> ACTIVE
        ACTIVE --> SUSPEND[⏸️ Suspend]
        SUSPEND --> DECOMMISSION[🗑️ Decommission]
    end

    TM[🏢 Tenant Management Agent] --> REGISTER
    TM --> PROVISION
    TM --> MONITOR
    TM --> UPGRADE
    TM --> SUSPEND
    TM --> DECOMMISSION

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Without this agent, multi-tenancy is a manual, error-prone process. With it, every tenant gets a secure, performant, and customized environment managed through an automated, observable, and auditable lifecycle.