DEVOPS.
Complete development operations platform with enterprise-grade CI/CD, infrastructure automation, monitoring, security, and compliance tools for modern software delivery.
AWS NativeGitOps WorkflowsZero-Downtime DeploymentsMulti-CloudSOC 2 Compliant
Continuous Integration
Automated testing and build processes
Unit Tests98.5% Coverage
Integration Tests94.2% Coverage
E2E Tests87.3% Coverage
- • Parallel test execution across 12 environments
- • Automated dependency vulnerability scanning
- • Code quality gates with SonarQube integration
- • Performance regression testing
- • Automated semantic versioning
Continuous Deployment
Automated release management
99.9%
Deployment Success
2.3min
Avg Deploy Time
- • Blue-green deployment strategies
- • Canary releases with automatic rollback
- • Feature flag management integration
- • Multi-environment promotion pipelines
- • Automated database migrations
- • Container image security scanning
- • Compliance artifact generation
Pipeline Architecture
Enterprise-grade workflow orchestration
Source Control
Git workflows, branch protection, automated PR checks
Build & Test
Parallel builds, comprehensive testing, artifact generation
Security Scan
SAST, DAST, dependency scanning, compliance checks
Deploy
Multi-stage deployments, health checks, monitoring
RAMP Architecture & Government Integration
AI Experience Fabric Data Flow
Complete system architecture showing government data integration, AI processing, and citizen interaction layers
Government Data Sources
ArcGIS Enterprise
- • Zoning boundaries & codes
- • Parcel data & ownership
- • Land use classifications
- • Development restrictions
- • Historical permit data
Municipal Systems
- • Permit tracking systems
- • Code enforcement records
- • Planning department data
- • Building inspection logs
- • Public hearing records
Regulatory Databases
- • Zoning ordinances
- • Building codes
- • Environmental regulations
- • Historic district rules
- • Overlay district data
RAMP Data Processing Layer
Data Ingestion
- • ArcGIS REST API polling
- • Webhook event processing
- • Scheduled data synchronization
- • Real-time change detection
- • Data validation & cleansing
Standardization
- • Schema normalization
- • Attribute mapping
- • Coordinate system conversion
- • Data type standardization
- • Multi-tenant isolation
AI Enhancement
- • Natural language processing
- • Confidence scoring
- • Context enrichment
- • Relationship mapping
- • Semantic understanding
Quality Assurance
- • Data completeness checks
- • Accuracy validation
- • Consistency verification
- • Error detection & flagging
- • Audit trail maintenance
Machine-Readable API Layer
Versioned Endpoints
GET /v1/zoning/by-point?lat&lon
GET /v1/zoning/by-parcel?parcelId
POST /v1/explain (confidence-based)
GET /v1/tenants/:id/jurisdictions
Response Format
{
"requestId": "uuid",
"version": "1.0",
"confidence": 0.95,
"features": [{
"attributes": {
"ZONE_CODE": "R-1",
"HEIGHT_MAX": "35ft"
}
}]
}
AI Assistant Integration
OffRamp Custom GPT
- • OpenAPI specification
- • Two-layer responses
- • Multi-language support
- • Persona adaptation
- • Confidence-based escalation
Third-Party Integrations
- • Mobile app SDKs
- • Real estate platforms
- • Architecture software
- • Legal research tools
- • Development platforms
API Security
- • API key authentication
- • Rate limiting (100/min)
- • CORS allowlist
- • Request validation
- • Audit logging
User Interface Layer
Off-Ramp (Citizens)
- • Guided ticket creation
- • Location services integration
- • Minimal PII collection
- • Multi-language support
- • Example question chips
- • Priority-based routing
On-Ramp (City Staff)
- • Ticket management dashboard
- • Role-based access control
- • Tenant-scoped data access
- • Comment & status tracking
- • User invitation workflows
- • Activity timeline views
Escalation Workflow
- • Confidence threshold monitoring
- • Automatic ticket creation
- • Context preservation
- • Priority assignment
- • Staff notification system
- • Follow-up tracking
Government Integration & Compliance
Data Governance
- • Multi-tenant isolation: Strict RLS policies ensure city data separation
- • Privacy protection: Coordinate redaction, no PII logging
- • Audit compliance: Complete request tracking with retention policies
- • Access control: Role-based permissions (superadmin, city_admin, city_staff)
- • Data sovereignty: City maintains ownership of all zoning data
Government Workflow
- • Data publishing: Cities control what data is exposed via APIs
- • Staff oversight: Human planners review complex cases
- • Policy enforcement: AI responses align with current regulations
- • Public transparency: Citizens get consistent, accurate information
- • Efficiency gains: Routine inquiries handled automatically
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Government Data
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RAMP Processing
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Machine APIs
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AI Assistants
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Citizens & Staff
Integrated Tool Ecosystem
Version Control
• GitHub Enterprise
• GitLab Premium
• Bitbucket Data Center
• Azure DevOps
CI/CD Platforms
• Jenkins X
• GitHub Actions
• GitLab CI/CD
• CircleCI
• Azure Pipelines
Container Orchestration
• Kubernetes
• Docker Swarm
• OpenShift
• Amazon EKS
• Google GKE
Monitoring & Observability
• Prometheus + Grafana
• Datadog
• New Relic
• Splunk
• Elastic Stack