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PROTOTYPING

BENEFITS

Prototyping meets all the criteria for data-driven innovation development. In addition, it improves planning and safeguards decisions against potential resistance.

​​Key benefits of prototyping
 

  • User-centric specifications and development
     

  • Low-risk, data-driven decision-making
     

  • Structured development of your own data resources
     

  • Demo and improved planning for management-support

GOAL DEFINITION

The choice of a suitable prototyping approach depends on the problem at hand. The options range from short-term effectiveness or feasibility tests to the first preliminary product components of the final application.

Horizontal Prototype

GOAL

DECISION

ADVANCEMENT

SHORT-TERM

PROTOTYPE LIFETIME

LONG-TERM

Evolutionary Prototype
Rapid Prototype
Vertical Prototype

APPROACH

AI prototypes require precisely defined goals and six following work steps, until an initial result check is possible. Different approaches can be tested against each other or iteratively optimized and scaled.

RESULT

We recommend realizing AI prototypes in the sense of a fast and efficient development via cloud-based machine-learning-as-a-service providers.

 

No complex integration, scalable infrastructure, and direct web deployment are central advantages. The compatibility of the services with common scripting languages such as R or Python and AI frameworks allows vendor-independent further development of the final application. 

Technical Infrastructure

Insight gain

Functional demo (proof-of-concept)

Concrete specification of data requirements

Functional requirements overview

Process design and user interface specifications

Effort estimation and budget plan

Courses of action

Application development:

  • In-house realization

  • Identification of suitable development partners

  • Use of a turnkey solution

Microservice productization:

  • Connection to existing system interfaces

  • Cloud-based deployment

  • AI feature process integration and interface development

Contact us

Mirko Schedlbauer
Prototyping Projects Lead

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