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Harsh Mehta

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Articles

From Algorithms to Outcomes: Rethinking AI based Video Analytics at Scale

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By Harsh Mehta
| CXOtoday
By Harsh Mehta As video analytics adoption accelerates across industries, many enterprises still evaluate solutions based on demos, accuracy percentages, and AI buzzwords. In practice, this often leads to disappointing outcomes once pilots move into production. The reality is that video analytics is not just an AI problem — it is a systems, operations, and governance challenge.
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Detection-as-Code: Building Systems, Not Just Rules

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By Harsh Mehta
| Medium
Over the past few years, I’ve watched detection engineering evolve from a vaguely defined SOC side hustle into a foundational piece of modern security operations. People love to say “threats are getting more complex” but let’s be real; 95% of what we deal on a day-to-day basis isn’t some ultra-sophisticated nation-state zero-day. It’s misconfigurations, commodity malware, credential stuffing, and IT teams shipping with default passwords.
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Network Security Testing Market Forecast: Emerging Trends and Growth Drivers Through 2031

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By Harsh Mehta
| Medium
According to a report by Allied Market Research, theglobal network security testing market was valued at $1.8 billion in 2021 and is projected to reach $10.8 billion by 2031, growing at a CAGR of 19.6% from 2022 to 2031.
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