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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How Edge and Industrial IoT Will Converge in 2025: A New Era for Smart Manufacturing
Advances in the Industrial Internet of Things (IIoT) and edge computing have rapidly reshaped the manufacturing landscape, creating more efficient,…
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Top 5 AI Use Cases for IIoT: Enhancing Industrial Operations with Real-Time Data
As the Industrial Internet of Things (IIoT) gains traction, AI technologies are transforming how industrial organizations monitor, manage, and optimize…
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Why Automotive Manufacturers Require Real-Time Decisioning
The automotive industry is more reliant than ever on real-time data – and not just the manufacturers but also the…
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Why Predictive Maintenance Requires Real-Time Decisioning
The cost of downtime is only increasing, not just for manufacturers but for everyone. Big manufacturers lose a staggering $1…
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What is Unified Namespace and How Does it Work?
Industrial IoT (IIoT) really means making industrial devices work together so they can communicate better for the sake of ultimately…
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Jepsen Test Validates ACID Nature of Volt Streaming Capabilities
Volt Active Data (Volt) is a sophisticated real-time data platform intricately designed with multiple critical components, including high-speed data processing,…
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What is a Real-Time Data Platform?
In a world where 2.5 quintillion bytes of data are generated each day, enterprises have more data under their control…
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Volt Significantly Faster and Cheaper on ARM than on Intel
Mission-critical applications require great performance without breaking the bank. In this light, we are always seeking to prove Volt’s value…
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What is Intelligent Manufacturing?
Smart, or intelligent, manufacturers are central to the industrial IoT world and always looking for ways to decrease operating expenses,…
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The 5 Main Challenges With Monetizing AI and ML Data (and How to Fix Them)
Monetizing AI/ML data has become a hot topic for enterprises, and rightly so: We appear at or near ‘peak AI’.…
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OEMs: The 6 Questions to Ask Your Data Platform Vendors
OEMs face incredible challenges today. They’re being asked to do more with less as supply chain and operation overrun issues…
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Balancing Low Latency, High Availability, and Cloud Choice
Balancing Low Latency, High Availability and Cloud Choice Cloud hosting is no longer just an option — it’s now, in…
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.