Articles · Interviews · Enterprise AI
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Conversations about generative systems, enterprise data, and what it takes to make AI work in the real world.
Published articles
BigDATAwire · August 3, 2026 · By Amit Naik
Token Optimization in Enterprise AI: How Context Architecture Determines Whether Your AI Program Scales Economically
How the design of tools, data access, and context shapes the cost and reliability of enterprise AI—and where architectural changes can make the biggest difference.
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TFiR · With Swapnil Bhartiya
Why AI agents fail in production
A conversation about the infrastructure around the model: context, tools, orchestration, and the trade-offs of managed agent platforms.
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Kramer&Co · With Shelly DeMotte Kramer
Connectivity, Context, and Control
Architecting the data layer for production AI—and why connecting models to live business systems matters for enterprise adoption.
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