2022 Technology Landscape to make AI Self-Service

Building blocks to democratize AI for technical and business users

Sandeep Uttamchandani
16 min readJan 19, 2022

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AI is the new electricity

Limiting this electricity only to specialized AI/ML teams is going to hinder the competitive advantage of broader teams (sales, marketing, customer support, etc.) as they continue to rely on outdated non-electric tools. Imagine marketers creating suboptimal campaign decisions; customer support struggling to control wait times due to inaccurate call volume predictions; sales not able to control customer churn or get the right leads for growth. Hopefully, you get the picture of the importance to democratize AI within the organization!

Similar to the data landscape, there are 100s of open-source tools and startups aiming to rapidly evolve the AI landscape today, architects and technology leaders find it extremely difficult to navigate the landscape.

Teams often get attracted to “shiny new technologies” instead of finding the right building blocks to democratize AI based on their current process, technology, team data literacy, and

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Sandeep Uttamchandani

Sharing 20+ years of real-world exec experience leading Data, Analytics, AI & SW Products. O’Reilly book author. Founder AIForEveryone.org. #Mentor #Advise