惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Google DeepMind News
Google DeepMind News
博客园 - 聂微东
Vercel News
Vercel News
aimingoo的专栏
aimingoo的专栏
F
Fortinet All Blogs
Microsoft Security Blog
Microsoft Security Blog
MongoDB | Blog
MongoDB | Blog
B
Blog
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
WordPress大学
WordPress大学
Apple Machine Learning Research
Apple Machine Learning Research
阮一峰的网络日志
阮一峰的网络日志
大猫的无限游戏
大猫的无限游戏
GbyAI
GbyAI
Martin Fowler
Martin Fowler
M
MIT News - Artificial intelligence
The GitHub Blog
The GitHub Blog
博客园_首页
博客园 - 叶小钗
腾讯CDC
G
Google Developers Blog
Blog — PlanetScale
Blog — PlanetScale
宝玉的分享
宝玉的分享
D
Docker

The Microsoft Cloud Blog

Responsible AI in 2026: How we are adapting for what’s ahead Accelerating Frontier Transformation: Reinvent customer engagement | The Microsoft Cloud Blog 5 signals of trusted AI: How organizations scale AI with security, governance, and observability | The Microsoft Cloud Blog Accelerating Frontier Transformation: Enrich employee experience | The Microsoft Cloud Blog What's the Tea? Lessons from leaders navigating AI transformation | The Microsoft Cloud Blog Looking back on Microsoft’s FY26: From AI experimentation to Frontier Transformation - The Official Microsoft Blog Inside nonprofits using AI to extend their impact | The Microsoft Cloud Blog The AI Strategy Roadmap: Five drivers of successful AI transformation | The Microsoft Cloud Blog Small and medium businesses aren't waiting for an AI invitation—they're already leading | The Microsoft Cloud Blog The 2026 Agent Confidence Index: Where 300 builders see real momentum | The Microsoft Cloud Blog 4 paths to Frontier Transformation: From AI experimentation to real business value | The Microsoft Cloud Blog Achieving success with AI - The Official Microsoft Blog Scaling AI with 8 to 20x energy efficiency | The Microsoft Cloud Blog The CMO on the frontier: From AI experimentation to AI at work AI amplifies creativity by removing friction AI needs more than intelligence—it needs humanity You’re not late to AI—you’re early to Frontier Transformation From AI ambition to Frontier Transformation: Readiness defines the leaders Your AI steering committee’s 2026 checklist: Sovereignty How Frontier Firms are rebuilding the operating model for the age of AI Cricket Australia uses AI Insights to bring fans closer to the action - Source Asia Your AI steering committee's 2026 checklist: Observability | The Microsoft Cloud Blog Frontier Transformation is powering growth and innovation across industries | The Microsoft Cloud Blog The New York Jets are happy to have a 'Titan' in their corner at the NFL Draft - Source AI Decision Brief: How leaders can drive Frontier Transformation Navigating digital sovereignty at the frontier of transformation How to introduce agents into your workforce: 5 actions leaders can take María Almenara: The First Data-Driven Peruvian Bakery Introducing the First Frontier Suite built on Intelligence + Trust Unify. Simplify. Scale: Microsoft Dragon Copilot meets the moment at HIMSS 2026 | The Microsoft Cloud Blog
Accelerating AI adoption with intelligent discovery in Mi...
Kevin LeBlanc · 2026-08-25 · via The Microsoft Cloud Blog

A new kind of organization is emerging, one that is moving beyond AI experimentation and putting AI into practice with intelligence across every workflow, decision, and experience. These organizations are leading Frontier Transformation, turning AI strategy into real business advantage.

As business leaders enter this new phase of transformation, they are navigating an expanding universe of AI apps and agents available, and the technology landscape has never been more dynamic—highlighted by projections that over a billion AI agents will be in use by 2028.1 This abundance of choice is changing how organizations discover and evaluate technology—they need intelligent, digital-first experiences to help them move with greater speed and confidence.

For business leaders, the question is no longer whether to adopt AI. It is how to make faster, better-informed decisions about where AI can create business value, and connect business priorities to the solutions that deliver on them.

How Microsoft Marketplace accelerates AI success

As business leaders look to move AI workloads into production—teams need assurances that investments will drive value while maintaining governance and control. By procuring apps and agents through Microsoft Marketplace, organizations can:

  • Accelerate AI decision making: Microsoft Marketplace provides a single source to discover, compare, and procure AI solutions, helping organizations identify the right solution at the right time.
  • Choose with confidence: Solutions in Marketplace are published by Microsoft partners and undergo additional validation processes, helping organizations trust that selected solutions align with their existing Microsoft investments and technology strategy.
  • Maximize and govern AI investments: Procuring through Marketplace centralizes cloud and AI spending in a single commercial channel, providing greater visibility into investments, simplifying management, and helping organizations drive innovation while maintaining governance.

With the industry’s largest catalog of AI apps and agents, Microsoft Marketplace gives organizations access to thousands of pre-vetted solutions that integrate with their existing Microsoft environment, helping accelerate AI adoption and realize value faster.

The rise of AI and self-service for technology purchasing

Research shows that buying journeys are becoming increasingly self-directed and digitally enabled, with AI playing a growing role in how organizations gather information, explore options, and validate investment decisions. According to Gartner®, “a survey of 646 B2B buyers conducted from August through September 2025 found the shift is already underway, with 45% reporting they used AI during a recent purchase. Buyer journeys are becoming more self-directed and digitally mediated.” Additionally, “Buyers want to engage on their own terms as 67% of B2B buyers state that they prefer a rep‑free experience.”2

As technology ecosystems continue to expand, the challenge facing business leaders is no longer access to innovation, but determining which innovations will create meaningful business value and how quickly they can be adopted at scale. AI is increasingly becoming a decision-support layer in the technology buying journey, helping leaders synthesize information, evaluate alternatives, and navigate more effectively.

Enabling leaders to adopt AI with greater speed and confidence

To make it faster and easier to explore and select technology solutions, Microsoft Marketplace recently introduced intelligent discovery, now generally available worldwide.

Rather than relying solely on keywords, categories, or product names, customers describe business challenges in natural language, such as “Find agents for collaboration,” receive contextual recommendations, compare solutions, and evaluate options through conversational experiences.

The result is a tailored outcome-oriented approach to technology discovery, creating more efficiencies connecting organizations’ business needs to potential solutions.

Early preview results show that intelligent discovery is helping customers find the right solutions faster, making them 68% more likely to find solutions that meet their needs and take the next step toward a purchase.3

How business leaders can benefit from intelligent discovery in Marketplace

For a retail leader, that might mean identifying AI solutions that improve demand forecasting or personalize customer experiences. For a security team, it could mean strengthening threat detection while fitting into existing cloud investments. For operations leaders, it may mean finding agents that automate repetitive workflows without adding new complexity. Across each scenario, the goal is the same: quickly uncovering the most relevant solutions for a specific business need or industry scenario, reducing evaluation time, and accelerating decision-making with confidence.

Business leaders are already benefiting from intelligent discovery in Marketplace in three important areas:

1. Starting with business needs, not products

Natural-language experiences allow businesses to describe goals, challenges, or desired outcomes. AI can then interpret context, surface relevant options, and help narrow choices based on business priorities. Business leaders can now find the right solutions easier and faster.

2. Accelerating organizational alignment

AI-assisted product comparison experiences can help teams evaluate solutions side by side, understand key differentiators, and assess options against shared business criteria. With easier access to curated insights, they can build consensus more quickly and make more informed decisions with greater confidence.

3. Getting answers tailored to your needs

Interactive chat available on the product detail page can help business leaders ask questions, explore capabilities, and better understand potential fit through natural language interactions. For example, they can explore industry-specific use cases, understand integration requirements, and evaluate fit within their existing stack for faster time-to-value.

Looking ahead

AI transformation will not be defined solely by advances in models, applications, or agents. It will also be defined by how effectively organizations adopt the right technology solutions to embed AI into the core of the business.

Microsoft Marketplace continues to evolve in support of this broader shift, helping organizations discover, evaluate, and adopt cloud and AI solutions within a trusted ecosystem. Intelligent discovery is a critical part of that evolution, bringing AI-powered guidance directly into the process of exploring and selecting technology solutions.


1 IDC, IDC Info Snapshot, sponsored by Microsoft, 1.3 Billion AI Agents by 2028, Enterprise Grade and in Production, US53361825, (May 2025).

2 Gartner Press Release, Gartner Sales Survey Finds 67% of B2B Buyers Prefer a Rep-Free Experience (March 2026). [gartner.com]. GARTNER is a trademark of Gartner, Inc. and/or its affiliates.

3 Microsoft Marketplace internal study