Blog
Insights on building, scaling, and enforcing real-time decisions in modern data-driven systems.
As we move through 2026, three major shifts are converging to fundamentally change how organizations build and operate mission-critical systems. On the surface, they appear distinct. But they share a…
The Problem Every Enterprise Recognizes Every enterprise today faces the same fundamental challenge: critical information lives in silos, and by the time decisions get made, the moment has already passed….
Why Testing Matters in Modern Engineering Modern engineering methodologies emphasize fast feedback loops. In most cases, these loops connect product owners and development teams, with automated tests serving as the…
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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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How Volt Active Data Serves Machine Learning Models in Real-Time
In my previous blog on big data analytics, we discussed how to apply your big data analytics to real-time applications. The…
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The 3 Horsemen of the Legacy System Apocalypse
The world is speeding up; people expect customized information and services immediately. In these tumultuous times, some companies are clinging…
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Volt Active Data Innovation Week: Driving Product Roadmap
Recently we held our Q1 Innovation Week, culminating in presentations and voting on the innovation projects created by our engineering…
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How Real Time Are Your Analytics?
Not surprisingly, your business has collected a lot of data over the past few years, and you have used some…
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.