Talweg
What "Practical" Agentic AI Actually Means for Enterprise Data
Moving past the hype of chatbots to autonomous, stream-driven data agents.
Powering the Future of Real-time Data
Talweg is the creator of flinkflow with Agentic bridge, the declarative streaming platform for Apache Flink. Democratize stateful stream processing and build real-time AI workflows with a simple, Kubernetes-native YAML DSL.
Core Vision: Unlock real-time intelligent insights through high-performance stream processing.
Product Suite
Why choose flinkflow?
The ultimate tech stack for building large-scale, stateful real-time AI applications.
flinkflow engine
A declarative framework for building and managing Apache Flink pipelines with ease, built for stability and ultra-fast processing.
Agentic bridge
Deeply integrated into flinkflow, providing native support for autonomous agents to reason over data streams with stateful memory.
Enterprise Security
Built-in hardened security and compliance, ready for mission-critical production environments.
Polyglot Support
Native support for Java, Python, Flink SQL, and Camel DSL, allowing developers to use their preferred tools.
Operational Excellence
Advanced observability and management tools to make maintaining distributed AI systems simple and transparent.
Open Ecosystem
Built on top of leading open-source technologies like Apache Flink and Apache Camel, no vendor lock-in.
Core Product
Flinkflow: Redefining Real-time Compute
Build a Modern Real-time AI Foundation
Leverage industry-leading practices to capture value the moment data is created.Simplified Development
Drastically reduce the Flink learning curve with declarative configurations, moving from prototype to production in hours.
Native AI Integration
Invoke LLM inference directly within stream processing logic for millisecond-latency intelligent analysis.
Reliable Architecture
Inherits Flink’s state management and fault tolerance, ensuring 24/7 uninterrupted operation.
Insights from Talweg Labs
View all posts »We regularly share deep technical dives into Flink, Agentic AI, and real-time data processing. Every case study is a result of our hands-on experience in the field.
The Future of the Modern Data Stack: Where Real-Time AI Fits In
A look at how tools like Apache Flink and declarative stream processing are reshaping modern data architectures, bringing real-time AI into the mainstream.
Beyond Log Enrichment: Next-Generation SIEMs Built on FlinkFlow
Explore how real-time stream processing with FlinkFlow is shifting Security Information and Event Management (SIEM) systems from reactive historical analysis to proactive, instant threat mitigation.
Real-Time Fraud Detection for Financial Services with FlinkFlow & Flink SQL
Discover how to build a real-time fraud detection system using Flink SQL and Flinkflow. Learn to process high-velocity financial transactions, calculate rolling windows, and trigger instant alerts to prevent fraud before it happens.
FAQs
Frequently Asked Questions
Learn more about Talweg's capabilities and how it can power your AI transformation journey.
What is Agentic bridge?
Agentic bridge is the integrated orchestration layer within flinkflow that allows AI Agents to trigger streaming tasks and perceive real-time data snapshots.
Do we need to rewrite existing Flink jobs?
No. Flinkflow is compatible with standard Flink jobs and now natively supports Flink SQL — embed your existing SQL queries directly in YAML pipelines. You can easily migrate your current logic and leverage our management tools.
Is on-premise deployment supported?
Yes. Talweg focuses on the enterprise market, and all our products support deployment in your private cloud, on-premise data centers, or hybrid environments.
Start Your Real-time Journey
Don't let your data go stale. Contact us for a personalized technical demo today!