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All Architectural Capabilities
Capability 02Systems Engineering

Backend & Systems Architecture | AIVON Technologies

Resilient server-side services and high-throughput data processing

Backend & Systems Architecture | AIVON Technologies System Execution Pipeline
Schema Guardrails ActiveDeterministic Data Flow
01. Inputinput
Client Request

REST / GraphQL / RPC

02. Authprocess
Security & Guard

JWT & RBAC Check

03. Logicai
Domain Handler

Business Execution

04. Databasedatabase
PostgreSQL & Redis

ACID Persistence

05. Responseoutput
JSON Output

Standardized Envelope

01. Input: Client RequestREST / GraphQL / RPC

Receives typed request payload from frontend or third-party webhooks.

Architecture Overview

Our backend architecture focuses on domain-driven design, transactional data integrity, decoupled asynchronous queues, and strictly typed API endpoints for deterministic enterprise operations.

System Layers & Separation of Concerns

Gateway Layer

API Gateway & Router

Handles TLS termination, rate limiting, request validation, and JWT authentication before passing to microservices.

Reverse ProxyRate LimiterAuth GuardRequest Logger
Domain Logic Layer

Service & Business Layer

Encapsulates core business rules, transactional boundaries, and domain events.

ControllersService HandlersDomain EntitiesEvent Dispatcher
Data Access Layer

Repository & ORM Layer

Abstracts database persistence with connection pooling and query optimization.

Prisma / DrizzlePostgreSQL PoolRedis CacheMigration Engine

Implementation Approach

  • Enforce strict repository patterns to keep business logic decoupled from specific database engines.
  • Wrap multi-table mutations inside atomic database transactions to eliminate partial write corruption.
  • Use asynchronous worker queues (BullMQ/Redis) for slow operations like sending emails or image compression.

Scalable Backend Foundations

A dependable backend never fails silently. We build deterministic, heavily logged, and transactional server architectures that provide a rock-solid foundation for enterprise applications.

Recommended Stack

Runtimes
Node.js 20+ LTSTypeScriptPython 3.12+ (FastAPI)
Frameworks
NestJSExpressFastifyFastAPI
Databases & Caching
PostgreSQL 16Redis 7Prisma ORMDrizzle

Scalability Standards

  • Stateless horizontal scaling allows spinning up additional container replicas in seconds.
  • Database read replicas and connection pooling (PgBouncer) handle high read concurrency.

Security Benchmarks

  • Strict parameter sanitization and parameterized queries eliminate SQL injection vulnerabilities.
  • Secrets stored securely in environment variables and rotated via AWS Secrets Manager.
Architected for Enterprise Growth
Architected for Enterprise Growth

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