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Cloud Architecture

The PrintPrice platform is designed as a modular cloud-oriented system composed of specialized services.

Its architecture separates user-facing flows from computationally intensive production processing.

Core Principle​

The architecture is built around service separation.

Different workloads are isolated according to their operational characteristics, such as:

  • user interaction
  • deterministic calculation
  • document analysis
  • asynchronous processing
  • storage
  • observability

This improves both scalability and maintainability.

Main Layers​

Experience Layer​

This layer includes the user-facing surfaces:

  • website interfaces
  • assistant interfaces
  • admin panels
  • partner dashboards

Application Layer​

This layer coordinates requests and workflows such as:

  • quoting
  • order creation
  • orchestration
  • API access
  • integration handling

Processing Layer​

This layer performs compute-heavy tasks:

  • PDF analysis
  • preflight validation
  • compatibility scoring
  • production intelligence evaluation
  • document routing

Data Layer​

This layer stores and retrieves:

  • uploaded files
  • print specifications
  • analysis outputs
  • pricing data
  • partner capability data
  • operational metadata

Processing Model​

Not all tasks should run synchronously.

The architecture benefits from a hybrid model:

  • synchronous APIs for user responsiveness
  • asynchronous workers for heavy analysis
  • queues for controlled background execution

This is particularly important for large document workloads.

Scalability​

The cloud architecture should support horizontal scaling in areas such as:

  • API services
  • document workers
  • pricing jobs
  • compatibility evaluation
  • queue consumers

This enables growth without redesigning the platform core.

Reliability​

A production cloud architecture should support:

  • fault isolation
  • retryable workflows
  • service health checks
  • timeouts
  • graceful degradation

These properties are important for a platform handling real production decisions.

Security Boundaries​

Different services should operate with explicit trust boundaries.

Examples include:

  • admin endpoints versus public APIs
  • internal engines versus external integrations
  • storage access boundaries
  • secret management

This reduces blast radius and improves operational safety.

Deployment Flexibility​

The platform should remain deployable across multiple infrastructure shapes, including:

  • single-node environments
  • split app and worker environments
  • cloud-managed container infrastructure
  • hybrid hosting models

This flexibility supports progressive operational maturity.

Long-Term Direction​

As PrintPrice evolves, the cloud architecture may support:

  • regional processing
  • partner-aware service segmentation
  • event-driven orchestration
  • advanced analytics services
  • production network intelligence layers

This would move the platform toward a true production operating system for print manufacturing.