AI SDLC
Stage 3 · Design

Architecture from requirements in hours, not weeks

The Architecture module transforms the requirements model into a complete architecture model: components, interfaces, dependencies and diagrams. The LLM checks non-functional requirements, security, scalability and architecture standards.

architecture.c4
Web / Mobile клиент
[Container]
API Gateway
[Container · REST]
Order Service
[Component]
PostgreSQL
[Database]
C4PlantUMLNFR · безопасность · масштабируемость
C4 / UML
diagrams generated automatically
NFR
non-functional requirements control
×5
faster solution design
100%
alignment with architecture standards
Why it matters

What problems the module solves

From common development pains to a controlled result at every step.

Architecture drifts away from requirements

AI SDLC solution

The architecture model is created directly from approved requirements, and the connection stays traceable.

NFRs are remembered too late

AI SDLC solution

The LLM checks scalability, resilience and security during design, before code is written.

Diagrams become outdated immediately

AI SDLC solution

C4 and PlantUML diagrams are generated from the model and updated with it.

Capabilities

What the module can do

Full automation of routine work: you control the result, while the LLM creates and checks artifacts.

Architecture generation

Microservice, monolith or hybrid architecture based on requirements, with components, interfaces and dependencies.

C4 and PlantUML diagrams

Architecture visualization: context, containers, components and sequences in a text-based, reproducible format.

API catalogs

Synchronous and asynchronous APIs with specifications for each method.

Security and NFR control

Automatic validation against non-functional requirements, security and scalability rules.

Standards compliance

Architecture is checked against corporate rules with a risk report.

Component model

Catalog of architecture blocks by domain, product or hybrid scope.

Workflow

How the Architecture module works

The requirements model becomes architecture and is immediately checked against standards and NFRs.

Inputs
  • Approved requirements model
  • Corporate architecture standards
  • Diagram templates and conversion rules
Transformation
  1. 1
    Start transformation

    The architect starts the conversion of the requirements model into an architecture model.

  2. 2
    Generate architecture

    The LLM creates components, interfaces, dependencies and C4/PlantUML diagrams.

  3. 3
    Check compliance

    NFR, security, scalability and standards are checked with a risk report.

  4. 4
    Approve

    The architect approves or adjusts artifacts. Links to requirements are preserved.

Outputs
  • Architecture model in text, PlantUML and C4
  • Synchronous and asynchronous API catalogs
  • Domain component model
  • Compliance and risk report
Result

What you get

Ready, validated artifacts with full traceability: nothing is lost between stages.

Component model
C4 / PlantUML diagrams
API catalogs
Architecture block specifications
Compliance and risk report
System architecture model
Impact

What changes in your work

×5

Faster design

Architecture and diagrams are generated from requirements in hours.

Earlier

Early risk control

Issues are found during design, before code is written.

Always

Current diagrams

Architecture documentation stays synchronized with the model.

FAQ

Common questions

Microservice, monolith and hybrid architectures. The result is generated from the requirements model with NFRs and standards in mind.

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Architecture module
Emailinfo@aisdlc.ru
Telegram@aisdlc_bot
LocationSaint Petersburg, Russia

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Модуль «Архитектура» / Architecture module, AI SDLC