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Why Smartlinks Is Well Positioned to Build Automotive Vertical AI

BY VINEET KUMAR | Feb 25 2026

As the conversation around Vertical AI gains momentum, much of the focus has been on software platforms embedding AI into their existing planning or execution suites. But in Automotive manufacturing, production risk does not live inside a single platform.

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Recent posts

Rethinking TMS Implementations with AI-Embedded Delivery Models

Rethinking TMS Implementations with AI-Embedded Delivery Models

Transportation Management Systems (TMS) operate at the intersection of cost, service levels, routing logic, carrier contracts, master data volatility, and real-time execu...

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Moment That Changed Everything: A Bold Transformation That Still Gives Me Goosebumps

Moment That Changed Everything: A Bold Transformation That Still Gives Me Goosebumps

There are certain photographs that don’t just capture a moment — they capture the beginning of a belief system. This one takes me back to Smartlinks’ earliest days, to th...

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Why Change Management Must Start with Process, Not Tools

Why Change Management Must Start with Process, Not Tools

Most modern tools are designed with a clear internal logic. They embed guardrails, sequencing, ownership, and control mechanisms that reflect a particular view of how wor...

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