When real-time actions on data have to be made
Nussknacker allows IT teams to hand over decision algorithms directly to users
Nussknacker
A visual tool
In domains where business logic is frequently modified and experimented upon
Experts build and deploy complex decision algorithms in a visual way
No technical details exposed
Domain experts instruct the system on what to do without engineers’ help
setup
An engineer selects the deployment engine and sets up data sources
author
A domain expert creates a flow diagram and tests it
deploy
The expert deploys the decision algorithm with one click and monitors metrics
Key features
Ease of use
flow diagrams for decision algorithms
powerful expression language
autocompletion and validation
testing and monitoring tools
REST (OpenAPI) and data base (JDBC) enrichments
ML models inferring enrichments
one-click deployment
version history
Deployment flexibility
running on Flink or K8s-based lightweight engine
Kafka® and HTTP interfaces
integrates with Kafka-compatible platforms like Confluent® Cloud, Azure Event Hubs® and Aiven® for Apache Kafka®
streaming and request-response modes
customisable and extensible
open source with enterprise extensions
on premises and cloud
A building block for
Real-time marketing
Communications with customers in real-time, providing event-driven offers and actions
Read a customer story
Fraud management
Mitigating fraud by running detection algorithms on network or device signals
Read a customer story
Next Best Action
Assisting the Point Of Sale, displaying suggestions about what to offer and how to proceed with a customer
Customer data processing
Decisioning on dynamic customer data in
- dynamic pricing
- order status management
- instant credit scoring
Internet of Things
Automating actionable data in
- predictive maintenance
- inventory management
- smart devices
ML models deployment
Infer Machine Learning models from within complex decision algorithms
Read a blog post
Customer Story
Nussknacker has been successfully used to run real-time marketing campaigns for a telecoms company, PLAY. Its usefulness has been clearly demonstrated as the scope of the implementation has been significantly extended.
Offer
Cloud, support, customisation.
See what we can do to help you get the most out of Nussknacker.
From the Nu blog
Łukasz Ciołecki
Apr 15, 2024
SMS Artificially Inflated Traffic
Using Nussknacker's robust real-time processing capabilities, we can build complex decision diagrams that analyse patterns, behaviours and anomalies that indicate SPAM SMS Fraud. This approach allows us to quickly identify potential threats and take proactive action to prevent fraud before it happens
Maciek Cichanowicz
Apr 15, 2024
A guide to OpenAPI components
At Nussknacker we decided to significantly ease enriching your data in scenarios with OpenAPI components. All you have to do is provide an OpenAPI based interface definition of your service and magic will happen — Nussknacker will automatically create components based on your interface definition and they will be ready to use
Łukasz Ciołecki
Mar 28, 2024
Telecommunications Fraud: an Introduction
This article is a starting point into the vast and shadowy realm of the Telecom Fraud World. It outlines various fraudster profiles without delving into the technical complexities. Going forward, detailed descriptions and examples of Nussknacker’s solutions for each type of fraud will be covered in separate articles.
Read on. There’s more…
All articles