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Raju Biswal

๐Ÿง  Building Laryaa a...ย โ€ขย 3m

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 donโ€™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: โ€ข legacy desktop applications โ€ข Citrix and virtual desktops โ€ข air-gapped or restricted networks โ€ข strict data residency and DPDP/RBI compliance In these environments, sending screens or data to the cloud just to โ€œunderstandโ€ the interface is not an option. The challenge isnโ€™t model capability. Itโ€™s building systems that can operate locally, predictably, and within compliance boundaries. At Laryaa, weโ€™re focused on building the foundational layer required before AI co-pilots can exist responsibly. This work makes applications like sales co-pilots viable โ€” not the other way around. #EnterpriseAI #DeepTech #Compliance #EdgeAI #Laryaa

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