Blog
Insights on building, scaling, and enforcing real-time decisions in modern data-driven systems.
The current discourse around AI is fixated on the "Brain" – Large Language Models (LLMs) and the generative capabilities of agents. But for the enterprise, a brain without a nervous…
In 2025, real-time decisioning shifted from a technical ambition to a business requirement. As streaming, AI, and edge computing matured, organizations were forced to rethink how quickly, consistently, and safely…
In mid-October 2025, a single race condition in the DNS automation layer behind Amazon DynamoDB triggered one of the largest cloud outages in recent memory. Tens of thousands of businesses…
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Benchmarking Volt Active Data on the Cloud
Since joining Volt Active Data exactly 3 years ago as a Sales Engineer, I have worked with customers from different…
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Introducing VoltML – The path to operationalizing machine learning just got much faster
Traditionally advanced analytics was utilized primarily to gain an historical understanding of business performance. Data scientists spent countless hours mining,…
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Volt Active Data v8.3 Goes Live
Wow, what a summer. It feels like our interns just arrived and now they’re all back to school. With their…
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Using Volt Active Data to Get JPMML into Production
In the previous articles, Getting Machine Learning into Production and Using Volt Active Data to Get H20 into Production, I…
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16 FAQs on Machine Learning with True Real-Time Decisioning
Recently, we held a webinar, hosted by one of our engineers, entitled “Discussion & Demo — Machine Learning with True…
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Volt Active Data & Kubernetes – The Perfect Match for 5G Apps & Microservices
Kubernetes has quickly become the most popular container orchestration solution with DevOps and Site Reliability Engineers. Kubernetes was developed and…
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Getting Machine Learning Into Production With Volt Active Data
Congratulations! You’ve mastered machine learning and can now generate a model that will help your enterprise succeed. There’s just one…
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Volt Active Data Enterprise Edition on AWS – Fast, Easy, and Inexpensive
We are excited to announce the availability of the Volt Active Data Enterprise Edition on AWS, a in-memory operational SQL…
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v8.2 Released
This week, we released Volt Active Data v8.2. Here are some of the highlights: Table TTL If you’ve ever built…
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Scalable MicroService Architecture
Application State Management and Data-Driven Decision Making As the complexity of applications and systems increases, the size of the teams…
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Extracting Value from Insights in “The Last Mile”
Recently, I read the McKinsey article “Breaking away: The secrets to scaling analytics.” The article discussed their findings on the…
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Experts Discuss Data Strategies for 5G, Take a Closer Look at BSS Digital Transformation
Editor’s Note: This blog post originally appeared on the Vanilla Plus blog on May 30, 2018. Digital transformation has become…
Let’s Talk
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.