I-SEE: The Complexity of Modern Software

Modern software systems are complex, interconnected “ecosystems”—understanding and managing ecosystems 

Understanding Software as an Ecosystem

Modern software systems are highly complex, interconnected, and dynamic – comparable to biological ecosystems. They consist of interdependencies between software, hardware, and human interactions. Classical analytical methods are often insufficient in these situations.

To ensure quality, maintainability, and efficiency, a combined external and internal perspective is necessary. In collaboration with SBA Research, Objentis developed the research project and product I-SEE – Integrated Software Ecosystem Evaluation.

I-SEE evaluates software ecosystems based on technical, social, and strategic metrics and uses machine learning to proactively manage risks and quality issues.

Services with I-SEE

I-SEE offers:

We offer a:

Benefits

I-SEE delivers actionable insights for various stakeholders:

Developer

Early feedback on problematic code changes

Quality Assurance & Testing

Prioritization of testing strategies according to risk areas

Technical Manager

Insights into workload distribution and quality risks

Management & Compliance

Support with auditing, due diligence and risk assessment

An outside perspective fosters creativity in thinking.

When companies want to optimize their testing processes and procedures and adapt them to new challenges, an external assessment from Objentis offers new, often surprising opportunities for process improvement.

Our approach is based on the concept of relational change management (Dr. Sonja Radatz): The goal is not a slow change, but a rapid optimization – three days of assessment, optimization proposals within one week, immediate implementation after approval by management.

Zwei Kolleg:Innen besprechen sich am Schreibtisch; eine Person steht neben einem offenen Laptop, die andere sitzt und gestikuliert.

Assessment performance

We offer location analysis in the following areas:

Nahaufnahme von Hand die auf einem Tablet tippt. Darüber schweben transparente Icons: Haken, Dokumente, Pfeile.

Customers can choose between different assessment packages:

Software Development

Development including related areas: requirements management and testing

Software Testing

Testing as a hub for development, department and management

Process

Processes and Organization
 
 
 
 
 
 

Operation

Operations and infrastructure

Mix & Match

Customized individual configuration

Your benefit

  • Multi-day on-site analysis phase with structured interviews and review of existing standards, methods, and tools
  • Development of a concrete action plan within one week
  • Proposals that are immediately implementable and practical

Early warning system “Static Analysis”

Early code analysis provides crucial information about software quality long before functional tests and allows for targeted corrections in early project phases. It is increasingly becoming an integral part of acceptance procedures and contributes to the long-term maintainability and extensibility of software.

Static analysis unfolds its full potential within an integrated test concept: It improves test coverage and supports project planning, control and benchmarking.

Nahaufnahme von Händen zweier Personen, die mit Stiften gestikulieren und auf Unterlagen mit Charts zeigen; daneben stehen ein Laptop, eine Kaffeetasse und eine kleine Pflanze.

Services in static analysis

Objentis integrates different analysis methods into a comprehensive view and performs code analyses as assessments – ideally in early development phases.

Software quality optimization through:

Scope of services:

Your benefit

I-SEE Evaluations are a game changer