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What to expect from AI in the enterprise in 2025

CIO

This is particularly true with enterprise deployments as the capabilities of existing models, coupled with the complexities of many business workflows, led to slower progress than many expected. This year saw the initial hype and excitement over AI settle down with more realistic expectations taking hold.

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When is data too clean to be useful for enterprise AI?

CIO

But along with siloed data and compliance concerns , poor data quality is holding back enterprise AI projects. Once the province of the data warehouse team, data management has increasingly become a C-suite priority, with data quality seen as key for both customer experience and business performance.

Data 211
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How AI orchestration has become more important than the models themselves

CIO

Computing costs rising Raw technology acquisition costs are just a small part of the equation as businesses move from proof of concept to enterprise AI integration. Computing costs rising Raw technology acquisition costs are just a small part of the equation as businesses move from proof of concept to enterprise AI integration.

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5 Things To Look For When Evaluating AI Startups

Crunchbase News

Bob Ma of Copec Wind Ventures AI’s eye-popping potential has given rise to numerous enterprise generative AI startups focused on applying large language model technology to the enterprise context. Standard products include employee copilots, content generation for marketing, back-office automation and enterprise knowledge search.

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‘Just-in-time’ AI: Has its moment arrived?

CIO

Vendors are providing built-in RAG solutions so enterprises won’t have to build them themselves. Just as Japanese Kanban techniques revolutionized manufacturing several decades ago, similar “just-in-time” methods are paying dividends as companies get their feet wet with generative AI. The timeliness is critical.

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Udacity raises $75M in debt, says its tech education business is profitable after enterprise pivot

TechCrunch

And today, one of the early pioneers of the medium is announcing some funding as it tips into profitability on the back of a pivot to enterprise services, targeting businesses and governments that are looking to upskill workers to give them tech expertise more relevant to modern demands.

Education 295
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CIOs’ lack of success metrics dooms many AI projects

CIO

A particular concern is that many enterprises may be rushing to implement AI without properly considering who owns the data, where it resides, and who can access it through AI models,” he says. The potential cost can be huge, with some POCs costing millions of dollars, Saroff says.

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