When real-time actions on data have to be made
Nussknacker allows IT teams to hand over decision algorithms directly to users
Nussknacker
A tool for domain experts
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 case study
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.
From the Nu blog
Arek Burdach
Sep 28, 2023
How to build a bridge between IT and the business teams?
With a bridge application, the business team won’t need to spend so much time thinking about optimal process design before they pass their requirements to the IT team. They can carry out experiments on live data, quickly verify assumptions and introduce adjustments that will improve prepared indicators.
Łukasz Ciołecki
Aug 16, 2023
MS Azure Active Directory Integration
In this blog post, I'll take you step-by-step through integrating with Microsoft Azure Active Directory (AAD), based on recent work for one of our valued customers, to show you the real-world impact and how easy it can be.
Tomasz Wielga
May 8, 2023
Nu chapter for TouK
We are delighted to unveil that most of the inimitable software engineers of TouK have joined Snowflake today, enhancing their capabilities. At the same time, a few of them will continue working with us on Nussknacker.
Read on. There’s more…
All articles
Next steps
Let's go through a deeper evaluation
Let's meet
We will go through an analysis of your requirements vs Nussknacker or have a Q&A session
Make it specific
We will customise Nussknacker to your needs. Deploy and maintain it on your infrastructure
Try Cloud beta
The cloud edition with free-tier resources is now available.
Get your first-hand opinion
Assistance
Streaming Basics for Non-Developers
Free introductory training on the streaming technologies used in Nussknacker
Discussion forum
Get help with any Nussknacker questions or issues
Documentation
Docs cover the concepts as well as quick start and installation instructions