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Raju Biswal
🧠 Building Laryaa a... • 1d
Why AI Automation Breaks in Regulated Environments? Most AI automation tools are designed for cloud-first, API-rich systems. But large parts of the real world don’t operate that way. This insight came directly from trying to deploy AI co-pilots into real enterprise environments. Enterprises in sectors like healthcare, finance, logistics, and government still rely on: • legacy desktop applications • Citrix and virtual desktops • air-gapped or restricted networks • strict data residency and DPDP/RBI compliance In these environments, sending screens or data to the cloud just to “understand” the interface is not an option. The challenge isn’t model capability. It’s building systems that can operate locally, predictably, and within compliance boundaries. At Laryaa, we’re focused on building the foundational layer required before AI co-pilots can exist responsibly. This work makes applications like sales co-pilots viable — not the other way around. #EnterpriseAI #DeepTech #Compliance #EdgeAI #Laryaa
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