Open Source Ensemble of Predictive Engines

Near Real-time Predictive Analytics Platform
empowered by Apache Spark

Your Requirements

data ownership is not negotiable

comprehensible insights & forecasts

add-on to your existing data environment

customizable and extensible to your needs

Benefits

From audience discovery to one-to-one relationship

Discover and leverage the most relevant hidden relations in large-scale datasets
Leverage context-sensitive information for more personalized recommendations
Predict the best decisions among multiple choices and identify their decisive factors
Uncover the intents of human behavior and reach the ultimate customer understanding
Find anomalies in large-scale datasets and human behavior for advanced risk reduction
Discover and leverage the most relevant patterns in human activity sequences
Find similarities in dynamic activity sequences and identify customers by their journeys
Determine and leverage actual trends from social media platforms in real-time
Determine look-alike ensembles from your customers' behavior
Language-agnostic semantic concept detection for semantic targeting
Features

Near Real-time Analytics

Predictiveworks leverages the power of Apache Spark for scalable & distributed in-memory data analytics and machine learning.

New Algorithms

Predictiveworks adds Association Rule Mining, Factorization Machines, Markov Models, Sequence Mining and more to Apache Spark.

Reactive by Design

Predictiveworks is a highly concurrent, distributed and resilient application based on Typesafe Akka.

Event Tracking

Predictiveworks adds Event Tracking capability to Apache Spark based on Elasticsearch.

Unified Data Access

Predictiveworks unifies the data access to Cassandra, Elasticsearch, HBase, MongoDB, Parquet and JDBC data sources.

RESTFUL API

Predictiveworks offers a common REST API to ingest data, control machine learning and get analytics results.

Redis Data Hub

Predictiveworks leverages a common data structure server to share mining results & predictive models.

Elasticsearch API

Predictiveworks functionality can be accessed leveraging the Elasticsearch API.

Integrations

Elasticsearch

Elasticsearch integrates through Elasticinsight.

More

Piwik Analytics

PIWIK Analytics integrates through Sparkpiwik.

More

Shopify

Shopify integrates through CustomerML.

More
Technology

Elasticsearch

Distributed real-time search & analytics platform

MongoDB

Open source NoSQL document database

Redis

Fast & distributed data structure server

Scalding / Cascading

Scala integration layers on top of Hadoop

Typesafe Akka

Actor-based runtime environment for message-driven applications

  • Concurrent & Distributed
  • Elastic & Decentralized
  • Resilient
  • Extensible
  • High Performance

Typesafe Spray

REST/HTTP integration layers on top of Akka

Apache Cassandra

Scalable, highly available NoSQL database

Apache HBase

Distributed & scalable Hadoop database

Apache Kafka

Distributed publish-subscribe messaging system

Apache Parquet

Common columnar storage format for Hadoop

Apache Spark

Distributed in-memory processing large-scale data processing

Apache Spark MLlib

Scalable machine learning library

Apache SQL

SQL-based query engine for distributed data

Apache Spark Streaming

Complex event processing

Support

Preparation

We prepare your data for optimal use with Predictiveworks.

Integration

We integrate Predictiveworks. into your technical environment.

Development

We adapt Predictiveworks. to your specific analytical needs.

Dive into Predictiveworks.

Association Analysis

Discover and leverage the most relevant
hidden relations in large scale datasets.

Context-Aware Analysis

Leveraging context-sensitive information
is crucial for personalized predictions.

Decision Analysis

Predict the best decisions among
multiple courses of action.

Intent Recognition

Uncover the intents of human behavior and reach the ultimate customer understanding.

Outlier Detection

Find anomalies in large-scale datasets and human behavior for advanced risk reduction.

Series Analysis

Discover and leverage the most relevant
patterns in human activity sequences.

Similarity Analysis

Find relevant similarities in activity sequences and identify customers by their journey.

Social Analysis

Determine and leverage actual trends
from social media in real-time.

Text Analysis

Language-agnostic semantic concept
extraction for semantic targeting.

Contact us   +49 (0) 89 898 27733   •   team@dr-kruscheundpartner.de