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A Digital Boardroom for Software Management

 

Seerene's software analytics platform is a digital boardroom for software management that provides real-time, understandable, objective insights into software development processes and activities for decision makers. This way, the software development gets monitored, analyzed, evaluated and documented.

The platform helps bridge the gap between the world of software experts and the world of C-level management. When steering meetings, gain interactive access to the non-tangible, complex data about software systems and software development processes for better outcomes and consensus.

The platform helps to coordinate competing goals optimally in software development, such as constraints like time, technical debt, scope and output quality. It covers all phases in the software development process and the software delivery (functioning "end-to-end").

The platform generates reports, insights and understanding. In this way, Seerene helps companies make faster and smarter decisions, automate monitoring and steering and streamline their software engineering.

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Automated Software Analytics

Once connected to your software project, the Seerene platform automatically collects data about source code, source code repositories, software development tools, ticket and bug management systems, and other sources of software project data.

Seerene has an outstanding track record in connecting its platform to common software development environments and repositories. Most importantly, the source code never leaves the company: that is, all source-code related analysis is executed locally as the AI technology operates only on "distilled" data.

The analytics are based on Machine Learning, Deep Learning, Computational Statistics, and Visual Computing, delivering insights on software quality, risk prevention, effort estimation, knowledge distribution etc. Interactive information visualization allows users to access analytics data in real-time.

The Seerene platform provides precise, on-demand, on-the-fly, data-driven insights on the current, past and predicted future states of a software development project.

Automated Software Analytics
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Software Analytics Across All Stages

The Seerene platform considers all stages of a typical software development production pipeline, including requirements analysis, coding, code reviews, testing, deployment and operations. Seerene provides built-in support for software repository mining, software metrics, and a number of predictive and descriptive performance indicators. It also allows customers to add their own data sources from their software development environment.

In this way, Seerene provides an integrated view on the software development process along all of its stages. The platform can be deployed non-intrusively, meaning that all tools, methods and processes can remain unchanged. It offers support for most common software development systems and tools. 

Code+People Software Analytics

As a unique feature, the Seerene platform sees code and people together as key dimensions of system development and evolution, merging the data into a high-dimensional analytics information space.

Together with co-innovation customers and the Hasso Plattner Institute as a research partner, Seerene develops new descriptive and predictive features for software analytics based on Machine Learning, Deep Learning, Computational Statistics and Visual Computing. 

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Software Analytics for All Application Domains

Software Analytics for All Application Domains

The Seerene platform works in all application domains, e.g., embedded system, enterprise systems, apps, web services etc. Seerene’s technology can be applied to all major programming languages, IDEs, software frameworks and technology stacks. It does not depend on the concrete software methodologies used by software projects.

Seerene’s analytics can be adapted to the specific requirements, rules, and habits of software development found in a company.  Seerene’s platform can be integrated in any software development landscape seamlessly and progressively.

The platform can be applied to software projects of any size and it can handle complex projects that results from the a high number of involved developers, from a high frequency of builds-per-day, from a large code base, or from the process-induced structures.

Ingredients for Success

 

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Based on Scientific Foundations

 

Cutting-edge research and development in software analytics, visual analytics, and AI-based analytics from working in close cooperation with the Hasso Plattner Institute (HPI) and from co-innovation projects with blue-chip companies.

Based on Experience in Industry

 

Long-term experience with deployments of the Seerene platform with enterprises with complex infrastructure, 5k+ developers, 4k+ repositories, 1k+ builds a day, 500k+ code units and 100m+ lines of code.

Driven by Our Vision for Disruptive Software Engineering

Research on concepts and methods for automated monitoring, analysis, control and documentation of a system’s implementation, growth and development throughout the software lifecycle. Software analytics that progress software engineering from craftsmanship into real engineering.

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If you would like to further discuss our platform, our services or simply get more information - contact us. 
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Software Analytics as Communication Medium  

Companies don't often find effective ways to communicate about software development between all involved. The Seerene platform provides a common communication platform along the software production pipeline and across various stakeholder groups. It is based on objective data that is extracted from various software data automatically and that is aggregated and transformed so that different stakeholders can follow the arguments.

The results and recommendations of the platform reduce the overhead of creating manual reports or reviewing software development groups by consultants. Internally, the platform encourages discussions and transparency among software developers so that they can localize and think about their own activities better.

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Visual Exploratory Interfaces

Seerene offers real-time, state-of-the-art exploratory tools for complex software data. Different tools allow stakeholders to view complex information and analytics results. For example, system-wide data is best viewed with software maps.

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Data Capture 

Seerene installs and runs its pre-analyzer on-premise, computing "distilled" data and metadata for the customer's code base. No source code ever leaves your company, and developer names can be anonymized irreversibly during capture to comply with Works Council requirements.

  • Connect and generate software analytics results in a few hours: connect to all your development tools rapidly through out-of-the-box connectors and a standard API for custom data integration.  
  • Consistent metrics across languages: harmonize your handling of code metric calculations and edge case treatment to enable comparison across different programming languages.  
  • Capture development activities: analyze commits and related attributes from all relevant systems non-intrusively, and gain insights that offer data enhancement.    
  • Historic data capture: go back in time to understand what has happened so far and to start making improvements immediately.  
  • Comprehensive tool chain: Seerene’s analytics cover various data sources, such as ticketing systems, code repositories, static code analysis tools, code coverage tools, and so on.  

Software Analysis

Seerene's analytics layer computes a broad range of advanced software metrics and software development indicators.  

  • Adapts to your data: integrate standard and custom data into an extensible data model, which produces insights that cater to many different use-cases.
  • Connects all data silos: bridge the gap between your development tool data silos and find answers to your questions in greater detail than ever before.
  • Derive advance metrics and KPIs: get unique views into your software development process by using derived metrics and by combining them with code metrics, such as a metric for percentage of effort in complex code.
  • Extensive filters for powerful insights: focus your analysis to certain time ranges, tags, folders, tickets, builds and many further standard and custom attributes.  

Software Visualization

Seerene uses a range of software visualization techniques to provide visual access to key information found by software analytics. Trend analysis, comparisons and build pipelines give unique insights to various stakeholders, who gain their own perspective and so benefit from the opportunity for rapid assessment, issue detection and root-cause analysis.  

  • Software Maps: a systematic view of hierarchical system components, arranged as treemaps and embedded in the 3D space.  A software map represents a given codebase by a kind of virtual 3D city model that offers rapid assessment, issue detection and overview for goal-oriented discussions.
  • Revision Activity: simple, thorough issue detection through trend analysis for single tickets, teams, folders, and compare between elements.
  • Grouping of repositories: get a consolidated view across development groups and filter by repositories, tickets, teams/vendors, tags, timelines etc.
  • Visualizing progress: identify changes quickly by spotting changes in the height and color of buildings in software maps.

Software Development Management   

As a unique element of the Seerene platform, it provides a management dashboard with steering capabilities. Various stakeholders can create specific views onto the development activities and set up targets to monitor progress made towards their goals. As a result, a number of large enterprises use the Seerene platform in high volume deployments.  

  • Enterprise platform: experience with highly comprehensive and complex software development organizations with thousands of developers, thousands of applications and applications with more than half a million code units each.
  • Fit for management: Seerene addresses needs across all levels in an organization by offering views over divisions and other organizational units that support senior management with setting targets and initiatives for improvement. 

Where can you use Seerene?

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