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