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2 min read

Documentation Built for Real Work and AI-Driven Support

From Static Manuals to Structured, Connected Knowledge There is no shortage of documentation in machinery. Most OEMs, service organizations, and technical teams already have thousands of pages of manuals, instructions, and specifications. On paper,...

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3 min read

From Hype to Use: Learnings from CONEXPO 2026

A market shift that is already underway At CONEXPO-CON/AGG 2026, looking at the North American construction machinery market, one thing became clear....

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1 min read

spogen.ai Starts 2026 by Expanding the Team

spogen.ai Starts 2026 by Expanding the Team 2025 was a strong year for spogen.ai. We moved from pilots to proven value, and saw the same thing across...

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4 min read

spogen.ai’s 2025: A Journey From Pilots to Global Recognition

spogen.ai’s 2025: A Journey From Pilots to Global Recognition

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4 min read

Build or Buy: Why OEM Leaders Choose Productized AI Assistants

Build or Buy: Why OEM Leaders Choose Productized AI Assistants over In-house Projects When a machine stops, whether it’s limited operator knowledge...

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2 min read

AI-Powered Productivity: Tana’s Smart Assistant Pilot

Boosting Operator Productivity with AI: Tana’s Experience with spogen.ai’s Smart Assistant Pilot In early 2025, Finnish environmental technology...

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2 min read

Easier Access to Information Unlocks New Customer Satisfaction Opportunities

This article is the third in our series on insights from spogen.ai’s survey of professional machinery users. In the first part, we looked at how...

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2 min read

95% of Generative AI Pilots Fail – What MIT’s New Report Means for Businesses

Last week, Fortune and many other media outlets covered the findings of a new MIT report on generative AI adoption. The numbers are eye-opening, even...

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3 min read

Efficient DIY Support Optimizes the Whole Value Chain

When a machine breaks down, the impact goes far beyond just fixing it. Downtime disrupts workflows, drains resources, and introduces safety risks....

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2 min read

How Farmers Solve Machinery Problems and What’s Slowing Them Down

What we learned from a survey of professional machinery users spogen.ai conducted a focused field survey to understand better how heavy machinery...

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