Step-by-Step Adoption

Corporate adoption of predictive analytics is an important step to turn data into full competitive advantage. However, it is as important to reach this maturity level with your own pace.

PredictiveWorks. architecture and offering is built on top of a clear-cut maturity model. This enables companies to decide by their own which plugins to select in order to reach which level of maturity when.

Coverage of all Flavors of Analytics

Advanced analytics is perceived as a competition of technologies: Deep learning is better than machine learning. SQL queries have reached the end of their life, business rules are a relic of the distant past.

PredictiveWorks. disagrees and offers standardized plugins to seamlessly combine deep learning, machine learning, time series and text analysis, query based discovery and business rules.

Data at Rest and in Motion

PredictiveWorks. supports real-time event pipelines for data in motion and batch pipelines for historical data at rest with the same pipeline and plugin technology.

Train as You Predict

Data scientists often develop data models very fast. Bringing trained models into production is hampered by different infrastructures and technologies. This runs the risk that models produce small or no effect for corporate data processing.

PredictiveWorks. leverages the same standardized technology for model building and usage and minimizes barriers and risks to generate insights and foresights.

Data Model Management

Advanced analytics builds models from known facts & observations as a solid foundation to look ahead and predict what will happen and how can we make it happen. Data-driven companies have to master hundreds of data models with different features, parameters, versions and model accuracy indicators.

PredictiveWorks. offers a powerful model life cycle management and model visualization to always stay informed which data model causes which forecasts and predictions.

Context Aware Pipelines

Data pipelines are technical solutions to retrieve automated insights and foresights. They implement a certain business case, organized in tasks, and are often related to other pipelines. Data pipelines, separated from this context are senseless, and managing hundreds or even thousands of them without context is impossible.

PredictiveWorks. ships with the concept of business templates. Templates aggregate pipelines, plugins and business context in a single structured asset of information and define what companies do with their data and why.

Template Knowledge Management

Business templates define the DNA of modern data-driven companies and represent a huge treasure of business knowledge. Without a powerful pipeline knowledge management most of this knowledge cannot be reused for similar business cases.

User acceptance and experience is key to any corporate knowledge management and decides whether the wheel is reinvented or not. PredictiveWorks. ships with the world's first pipeline knowledge management system that is organized as a market place and turns knowledge discovery into a shopping experience.

Build Plugins By Our Own

Many analytics providers offer proprietary data platforms and force potential users into a lock in situation. Agile responses to a stakeholder needs are completely controlled by the flexibility and speed of the selected solution provider.

PredictiveWorks. comes with a standardized plugin API based on the shoulders of Apache Spark and Google CDAP].

This empowers data-driven companies to build their own plugins whenever they need respond to changes of stakeholder demands.