SERVICE SCOPE

Software Engineering

ASWORK provides custom software development for enterprise systems, web products, backend services, data workflows and system integrations. AI can be used inside the delivery process or embedded into the final product when it is technically justified.

WHEN IT FITS

Suitable scenarios

  • A new enterprise system, customer-facing product or internal tool needs to be built.
  • An existing system needs refactoring, integration, automation or AI-enabled functionality.
  • The client needs source code, deployment materials and acceptance records for later maintenance.

CLIENT INPUTS

Information needed before scope confirmation

  • Business workflow, user roles and target outcomes.
  • Current systems, interfaces, data sources and deployment environment.
  • Acceptance criteria, security constraints and handover expectations.

AI VALUE

Where AI can participate in this service

Software work is managed from business goal, scope and architecture to implementation, testing, deployment and handover. AI is used where it improves delivery quality or system capability, not as a substitute for engineering verification.

01

Use AI during requirement analysis, coding assistance, testing design and documentation review.

02

Add AI search, content processing or workflow automation to software when the use case is justified.

03

Use evaluation records to separate real capability from one-time demos.

DELIVERY PROCESS

From feasibility to handover

  1. 01

    Confirm scope, users, workflow and acceptance method.

  2. 02

    Design architecture, interfaces, data flow and deployment approach.

  3. 03

    Implement features and integrations in agreed iterations.

  4. 04

    Run functional, integration and deployment verification.

  5. 05

    Hand over source code, configuration and operation documents.

ACCEPTANCE

Acceptance checkpoints

  • Core workflows can run in the agreed environment.
  • Interfaces, permissions and abnormal cases are verified.
  • Deployment and maintenance materials are complete enough for handover.

BOUNDARIES

Scope boundaries

  • Third-party platform fees, licenses and cloud costs are confirmed separately.
  • Unspecified historical data cleanup or process redesign is not included by default.
  • Final scope depends on confirmed requirements and technical constraints.

START WITH A TECHNICAL JUDGMENT

Not sure whether the project should use AI?

Describe the business problem, current workflow and available conditions. ASWORK can first judge the technical route and validation scope.

Start a project discussion