Blog
Insights on building, scaling, and enforcing real-time decisions in modern data-driven systems.
At the Gartner Data and Analytics Summit in March 2026, the conversation kept returning to the same problem: organizations have built serious streaming infrastructure, but they still can't get authoritative…
The transition to 5G has fundamentally altered the performance expectations placed on the BSS layer. To meet the Ultra-Reliable Low Latency Communication (URLLC) targets of 3GPP standards, network functions like…
Modern telco architectures are built to handle scale. On-line systems respond to transactions in milliseconds. Event-driven pipelines move usage records, alarms, and network signals at massive volume. The tooling is…
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How Volt and Redpanda Help Companies Take Real-Time Actions on Streaming Data
THIS BLOG IS PART 2 OF A 3-PART SERIES. PART 1 DELVED INTO BENCHMARK DATA. PART 3 WILL DISCUSS SPECIFIC…
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Cloud, AI at Scale, and Telco to Techco: Digital Transformation World 2023 Takeaways
My colleagues and I just got back from TM Forum’s Data Transformation World (DTW) 2023 in Copenhagen. This was our second year attending and…
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Volt + Redpanda: 100K complex decisions per second for <$13 an hour
INTRODUCTION The desire and need to use data in “real time” is driving an evolution from slow, batch-oriented processing to…
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Why Private Networks Require Real-Time Data Processing
In the rapidly evolving landscape of digital connectivity, private networks are emerging as a critical solution for organizations and industries…
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Volt Achieves 4.1 Million TPS on Supermicro Edge Hardware
We’re excited to announce very strong results from benchmarking Volt Active Data on Supermicro edge hardware. Supermicro is a global technology…
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5 Tech Stack Mistakes Companies Need to Avoid
Here at Volt we see a lot of customers who come to us having devoted heartbreaking amounts of time, energy,…
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OLAP vs OLTP: Similarities and Differences
In today’s data-driven age, organizations need to make smart decisions when it comes to how they manage their data. To…
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How Machine Learning Can (and Should) Support Real-Time Data Processing
In the era of big data, organizations are grappling with vast amounts of information that can hold immense value if…
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How to Add Real-Time Decisioning to Streaming Data
Streaming data has become practically ubiquitous. From social media feeds to IoT sensors, businesses are now inundated with real-time data.…
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The 5 Main Challenges of Cloud-Native Networking
As more and more companies move their applications and services to the cloud, breaking up monoliths into a number of…
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When Does Streaming Data Become Real-Time Data?
We’ve been hearing a lot about real-time data platforms and also about streaming data and streaming data-enabling messaging technology such…
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Edge vs IoT: What’s the Difference and Where Do They Converge?
As 5G networks become more ubiquitous, smart organizations are laser-focused on doing everything they can to deliver lightning-fast performance to their users…
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Volt is the real-time decisioning layer for mission-critical systems, ensuring decisions are made and enforced immediately against accurate state, even under sustained load.
If your system cannot tolerate delayed enforcement, inconsistent behavior, or reconciliation after the fact, let’s start a conversation about whether a dedicated decisioning layer makes sense for your architecture.
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