Microsoft and AWS Invest Billions to Deploy AI Engineers at Client Companies

Global technology giants Microsoft and Amazon Web Services (AWS) have announced multi-billion-dollar investments aimed at embedding thousands of their own engineers directly within client companies to help businesses unlock the commercial potential of artificial intelligence (AI).

The move comes as enterprises worldwide continue to invest heavily in AI technologies, yet struggle to generate measurable returns from those investments.

Microsoft announced on Thursday the launch of a new division called Microsoft Frontier Company, backed by an investment of $2.5 billion. The initiative will bring together around 6,000 engineers and AI experts who will work closely with businesses to accelerate AI implementation and improve operational efficiency.

The company said the newly formed unit is designed to help enterprises move beyond experimentation and integrate AI more deeply into core business functions.

Earlier this week, Amazon Web Services (AWS), the world’s largest cloud computing provider, announced a similar strategy through a $1 billion investment in a new organization called Forward Deployed Engineering.

The AWS initiative will also send thousands of specialized engineers directly to client organizations to help businesses deploy AI faster and more effectively.

Francessca Vasquez, Vice President of Frontier AI Engineering and Services at AWS, said that businesses are increasingly prioritizing one key factor in AI adoption: speed.

The aggressive push by both companies reflects a growing concern across the corporate world that while AI adoption is accelerating, profitability remains uncertain.

According to global consulting firm McKinsey & Company, by the end of 2025 nearly 90 percent of companies had integrated AI into at least one business function. However, 94 percent reported little or no significant financial benefit from those investments.

A study published by McKinsey in April suggested that simply introducing AI tools to employees is not enough, arguing that organizations need to fundamentally redesign workflows and operational structures to fully benefit from AI.

The strategy mirrors recent moves by leading AI companies, including OpenAI, creator of ChatGPT, and Anthropic, developer of Claude.

Both companies began sending engineering teams directly to enterprise clients earlier this year, partnering with major investment firms to support customized AI implementation.

Industry analysts note that this approach revives a model pioneered years ago by Palantir Technologies, the U.S.-based data analytics company known for integrating technical teams within client operations.

The latest initiatives come as technology firms race to recover record-breaking investments being poured into AI development and the construction of large-scale data centers.

Despite continued cloud business growth, Microsoft has faced investor pressure in recent months, with its stock declining sharply since the beginning of the year.

The company reportedly cut around 15,000 jobs in 2025, with additional workforce reductions expected. Microsoft has not yet clarified whether its newly announced AI expert teams will consist of fresh hires or employees reassigned internally.

The developments signal a new phase in the AI industry, where technology providers are shifting from simply selling AI tools to actively helping businesses transform operations and generate real economic value from artificial intelligence.