Infrastructure

Cloud architecture, database design, security, DevOps, and ERP integration.

Components

AWS Architecture

Cloud-native infrastructure:

  • Serverless patterns (Lambda, Step Functions)
  • Compute and networking
  • Storage solutions
  • Integration services
  • Cost optimization

Database

Data layer design:

  • Prisma Postgres - Managed PostgreSQL by Prisma
  • Prisma Accelerate - Built-in edge caching (300+ locations)
  • Connection pooling - Built-in, serverless-optimized
  • Type-safe data modeling with Prisma schema
  • See Tech Stack Options for CockroachDB alternative

Tech Stack Options - NEW

Technology alternatives and suggestions:

  • Database: Prisma Postgres vs CockroachDB
  • Cache: Prisma Accelerate + Redis (for inventory holds)
  • Messaging: EventBridge vs Apache Kafka
  • Identity: Cognito vs Auth0/Okta
  • Protocol: REST/JSON vs gRPC

Security

Security architecture:

  • Authentication and authorization
  • Data encryption
  • Network security
  • Compliance frameworks

DevOps

Development and operations:

  • CI/CD pipelines
  • Infrastructure as Code
  • Monitoring and observability
  • Incident management

ERP Integration - NEW

Enterprise systems integration:

  • Finance module (GL, AP/AR)
  • HR module (Payroll, crew pay)
  • Procurement module
  • Integration patterns

Testing - NEW

Full flight simulation testing (SpaceX-style):

  • Every PR runs complete passenger journey simulation
  • Unit, integration, and E2E test suites
  • 50+ edge case scenarios
  • Disruption & recovery testing
  • Load & concurrency testing
  • CI/CD gate: all tests must pass

Architecture Principles

Cloud-Native

  • Serverless-first approach
  • Event-driven architecture
  • Microservices decomposition
  • Managed services preference

Resilience

  • Multi-AZ deployment
  • Circuit breakers
  • Graceful degradation
  • Disaster recovery

Scalability

  • Horizontal scaling
  • Auto-scaling policies
  • Connection pooling
  • Caching strategies

Security

  • Zero trust model
  • Encryption everywhere
  • Least privilege access
  • Audit logging

The Central Nervous System

Per the strategic blueprint, all systems connect through a unified data and process flow:

┌─────────────────────────────────────────────────────────────────┐
│                 Central Nervous System                          │
│                 Unified Data & Process Flow                     │
├─────────────────────────────────────────────────────────────────┤
│                                                                 │
│   ┌─────────┐  ┌─────────┐  ┌─────────┐  ┌─────────┐          │
│   │   PSS   │  │   DCS   │  │   CCO   │  │   MRO   │          │
│   └────┬────┘  └────┬────┘  └────┬────┘  └────┬────┘          │
│        │            │            │            │                 │
│        └────────────┼────────────┼────────────┘                │
│                     │            │                              │
│              ┌──────▼────────────▼──────┐                      │
│              │    Integration Hub       │                      │
│              │    (EventBridge/API)     │                      │
│              └──────────────┬───────────┘                      │
│                             │                                   │
│              ┌──────────────┼──────────────┐                   │
│              │              │              │                    │
│         ┌────▼────┐   ┌─────▼─────┐  ┌────▼────┐              │
│         │   ERP   │   │ Analytics │  │ Safety  │              │
│         │ Finance │   │    BI     │  │   SMS   │              │
│         └─────────┘   └───────────┘  └─────────┘              │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

Infrastructure Overview

┌─────────────────────────────────────────────────────────────────┐
│                    AWS Cloud                                    │
├─────────────────────────────────────────────────────────────────┤
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐            │
│  │ CloudFront  │  │   WAF       │  │  Route 53   │            │
│  └──────┬──────┘  └──────┬──────┘  └──────┬──────┘            │
│         │                │                │                    │
│  ┌──────▼────────────────▼────────────────▼──────┐            │
│  │              API Gateway                       │            │
│  └──────────────────────┬────────────────────────┘            │
│                         │                                      │
│  ┌──────────────────────▼────────────────────────┐            │
│  │                 Lambda Functions               │            │
│  └──────────────────────┬────────────────────────┘            │
│                         │                                      │
│  ┌────────┬─────────────┼─────────────┬────────┐              │
│  │        │             │             │        │              │
│  ▼        ▼             ▼             ▼        ▼              │
│ Prisma   Prisma     EventBridge      SQS     Redis           │
│ Postgres Accelerate                  (opt)                    │
│                                                                │
└─────────────────────────────────────────────────────────────────┘

Cost Estimation

Core Infrastructure (~$200/month baseline)

ServiceEstimated Cost
Lambda$50-100
API Gateway$50-100
Prisma Postgres (Pro)$49 (+usage)
Redis (optional)$0-50
Other services$50-100

Scale with Volume

  • Transaction-based pricing
  • Auto-scaling costs
  • Reserved capacity discounts

Technology Decisions

LayerTechnologyRationale
ComputeLambdaServerless, pay-per-use
APIAPI GatewayManaged, scalable
ORMPrisma ClientType-safe queries, migrations
DatabasePrisma PostgresManaged PostgreSQL, simple pricing
Connection PoolBuilt-inNo separate service needed
Edge CachePrisma Accelerate300+ global locations included
Inventory CacheRedis10-min holds, sub-ms locking
EventsEventBridgeNative integration
QueueSQSReliable message delivery
StorageS3Object storage
CDNCloudFrontGlobal distribution
ERPCloud ERPFinance, HR, Procurement

Note: See Tech Stack Options for alternative considerations.