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Insights on building, scaling, and enforcing real-time decisions in modern data-driven systems.
Walking the floors of MWC this year, one thing was immediately clear to me: Agentic AI has officially moved out of the experimental labs and into active production environments. But…
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…
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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…
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Volt Active Data v8.1 Released
We are pleased to announce Volt Active Data v8.1. This release includes features that can reduce the total cost of…
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What Is Thought-Provoking to Our Readers?
Database Blog Trends, First Half 2018 Looking back over the first half of the year, we notice three trends in…
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Data Strategies for 5G: BSS Transformation Q&A
As we enter the 5G era, strategic telcos are digitizing their infrastructures to not only handle the explosion of data…
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6 Reasons Why Your Machine Learning Project Will Fail to Get Into Production
There is a massive difference between generating the input data needed by a Machine Learning model once (to prove a…
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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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