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Beyond the AI Hype: Engineering Business Intent in the Hard Hat Era

January 27, 2026
January 27, 2026
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Moving Enterprise AI from Promise to Measurable Business Impact

Express Computer featured a thought leadership article by Gautam Samanta, Chief Commercial Officer at Altimetrik, titled “Beyond the AI Hype: Engineering Business Intent in the Hard Hat Era.”

In the article, Gautam explains how enterprise AI has entered a decisive phase one defined not by experimentation, but by financial discipline, accountability, and measurable economic impact. As boards and CFOs demand evidence over promise, AI initiatives are now judged by their ability to deliver EBITDA impact, operating leverage, and resilience under scrutiny.

He explores how AI is reshaping delivery and commercial models, accelerating the shift from capacity-based pricing to outcome-driven engagement, and how agentic systems are moving AI from insight to execution across enterprise workflows. Gautam also highlights trust as a critical economic variable, emphasizing that explainability, governance, and transparency are now prerequisites for scale in regulated environments.

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World Economic Forum’s Centre for AI Excellence_2
Altimetrik Joins the World Economic Forum’s Centre for AI Excellence to Advance Responsible, Enterprise-Scale AI Innovation

DETROIT — July 15, 2026 — Altimetrik, an AI-native engineering company, has joined the World Economic Forum’s (WEF) Centre for AI Excellence. Through this collaboration, Altimetrik will contribute its expertise in AI engineering, data, and platform foundations to help shape global standards for the responsible adoption and enterprise-scale deployment of artificial intelligence. Central to Altimetrik’s contribution is ALTi AIOS™, […]

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Amit singh

“Amit Singh is the Chief Strategy Officer and Chief of Staff to the CEO at Altimetrik, where he drives corporate strategy, growth acceleration, and value creation through transformation initiatives. In this dual role, he partners closely with leadership teams, investors, and the board to align business strategy with sustained, technology-driven growth.

With over two decades of experience at the intersection of technology, business, and transformation, Amit brings a unique perspective on how organizations can innovate and adapt in a rapidly evolving digital landscape. His career has been defined by building high-performing teams, scaling innovative platforms, and driving organizational change to deliver lasting impact.

Before joining Altimetrik, Amit held senior leadership roles at Visa, where he led technology strategy, engineering, and product development for Real-Time Payments and the Visa Developer Platform. Earlier, he served as Chief Product Officer at a startup and spent more than a decade at Oracle, leading product and engineering teams across a wide range of enterprise software applications.”

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