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なぜAIにはソーシャルライセンスが必要か――「責任あるAI」の原則を超えて

企業がAI技術をビジネスへと大規模に展開していくには、もはや「責任あるAI（レスポンシブルAI）」の原則を遵守するだけでは十分ではありません。必要なのは、AIを活用した事業が社会に受け入れられること、すなわち「AIのソーシャルライセンス（社会的営業免許）」の獲得です。

日本のCVCは何を目指すべきか――理想と現実、そして日本企業が今とるべきアクション

デジタル化が進むなかで、コーポレートベンチャーキャピタル（CVC）を立ち上げる日本企業が増えています。その一方で、日本企業が抱える課題も浮かび上がっています。本鼎談ではDNX Venturesの倉林 陽氏をお迎えして、日本企業が今とるべきアクションについて議論します。

サステナビリティ推進のためのデジタル面の5つの要件

世界850社超を対象としたデジタルトランスフォーメーションに関するBCGの調査結果は、デジタルテクノロジーがサステナビリティの取り組みの重要なイネーブラーであることを示しています。サステナビリティで競争優位性を構築するには、デジタル面の前提条件を整える必要があります。

テクノロジーはサステナビリティ向上への道のりをどう加速するか

先進的なテクノロジーは、サステナビリティへの取り組みの大きな加速力となりえます。しかし、サステナビリティで優位性を構築するには、テクノロジーやデータをごく初期の段階から戦略的に組み込む必要があります。

組織的学習でAI のインパクトを拡大する

AIへの理解やAI戦略の策定は進んでいるにもかかわらず、AIによる財務上の利益を実現している組織は多くありません。成功するには、組織全体にわたるAIとの相互学習を促進し、状況の変化に応じて人と機械の役割をダイナミックに調整する技術を磨く必要があります。

デジタルを活用した変革

Play Video

Three Digital Transformation Habits for Companies Facing Uncertainty

Google's Marie Gulin-Merle and BCG's Jay Venkat discuss why businesses should prioritize digital transformation even in times of uncertainty. Gulin-Merle and Venkat examine three habits the most digitally mature companies embrace, and they explore how companies can more easily transform their businesses.

The Fast Track to Digital Marketing Maturity

Four accelerators enable more advanced companies to outperform.

The Moment of Truth in Every Digital Journey

Digital journeys often stall before generating significant value. But leading companies use five bionic boosters to maintain their transformation’s momentum.

Flipping the Odds of Digital Transformation Success

With so much at stake, why do so many companies fail?

The Automation Revolution in Manufacturing

The technologies needed to overcome many longstanding barriers to shop floor automation—and the skills needed to use them in combination—are finally available.

Digital Sales Market Insights

As companies shift to remote work, their inside sales teams can become a critical resource with an expanded role within the organization.

The Artificial Intelligence Database

BCG and WIRED have created an AI database to tell the story of how artificial intelligence is shaping business today and in the future.

Learn more

テクノロジー&データ

The Pandemic’s Lasting and Surprising Effects on Women in Tech

The COVID-19 crisis impacted women in tech differently. Midlevel women saw some benefits—but women of color, in particular, faced new challenges.

Can Europe Create Its Own Deep-Tech Giants?

Startups face four Europe-specific challenges in scaling up.

What CEOs Need to Know About Deep Tech

Advanced technologies will bring big changes. Which companies will be ready to capitalize on the opportunities?

Ten Guidelines for Product Leaders to Implement AI Responsibly

In this new resource co-developed by BCG and Microsoft, learn how these individuals—who are at the center of innovation and product development—can chart a course for deploying the technology ethically.

AI Needs to Be Part of the Climate Solution

Companies are committing to reducing their carbon emissions, yet 91% are not accurately measuring what they emit. The good news is: AI can help.

How Tech Offers a Faster Path to Sustainability

Twentieth-century technology got us into the climate change conundrum. Can 21st-century data and digital technology help us get out of it?

Simple Governance for Data Ecosystems

If companies are not willing to share their data, ecosystems die on the vine.

Digital Acceleration Is Just a Dream Without a New Approach to Tech

To accelerate a digital and IT transformation and build value faster, focus on business outcomes and decouple the digital transformation from core system replacement.

Robotics Outlook 2030: How Intelligence and Mobility Will Shape the Future

Established robotics companies must counter startups that are innovating in areas with the potential to generate high profits and alter the dimensions of the industry.

Why AI Transformations Should Start with Pricing

Many companies want to apply AI to improve their processes. Those that focus first on pricing tend to get better results faster.

デジタル人材・組織

Give Design Maturity Its Due During Due Diligence

Great design can create great value. Yet, few companies examine the design capabilities of a target business—or their own. Here’s how to change that.

Digital Workers Are on the Move. Here’s What They’re Looking For

Higher pay is the top motive for relocating. But understanding other drivers of choice can help tech hubs and employers boost their appeal to global digital talent.

Why Tech Needs Women to Change the World

On this episode of "The So What from BCG," Detroit Office Leader Neveen Awad explains why we need women in tech and shares insights from her own journey.

When IT Providers Become Your Innovation Partners

Only companies that create ecosystems can count on their IT service providers for innovation, a new BCG global survey reveals.

業界別論考

What the Data Tells Us About Digital Transformation, by Industry

How are the companies in your industry doing?

How Luxury Companies Can Advance as Responsible Pioneers

The industry is uniquely positioned to generate positive societal impact. Here's what it will take.

A Guide to IT Innovation for Packaged Goods Makers

For the biggest impact, companies should focus on using AI, digitizing must-have capabilities, and adopting new ways of working.

AI Has Launched a $200 Billion Revolution in Content Personalization

Companies looking to make a step change in customer and consumer engagement should investigate this powerful new technology now.

The AI Angle in Solving the Oil and Gas Emissions Challenge

Digital tools enabled by advanced analytics, artificial intelligence, and machine learning can help companies uncover the fastest and most effective path to abating the O&G industry’s greenhouse gas emissions.

The Power of the Internet of Things in Commercial Insurance

Connected devices are becoming ubiquitous in the industry. It’s time for commercial property and casualty insurers to seize this opportunity.

Expert Videos

Customer Experience in the Age of AI

Customer Experience in the Age of AI

Customers have come to expect personalization. Brands should start with the messaging and use data as fuel to power an “intelligent experience engine.”

競争優位性を構築するためのデジタル・トランスフォーメーション・ロードマップ

デジタル・トランスフォーメーションはたやすくはありません。デジタル・トランスフォーメーションで目標を達成できた割合は30%に過ぎません。しかし、明確な戦略インサイトに基づいて計画と優先事項を設定することで、成功率を30%から80%に上げることができます。

How Should We Rethink Work?

BCG’s Karalee Close, Allison Bailey, and Debbie Lovich shared their thoughts on the future of work at a recent Bloomberg Live event. They explained why leaders should take advantage of the current clean-sheet opportunity to broadly, intentionally, and boldly rethink what work is and how we do it.

Global Economics and Digitization

The world of finance has shifted toward digital platforms, but Nikolaus Lang argues that the business model of global commerce will continue to push ahead.

Lessons from a Silicon Valley Maverick: New Ways of Working and Collaborating

Heading up HR at Netflix, Patty McCord experienced the unconventional work cultures of start-ups in Silicon Valley first-hand. She has closely studied what makes these new cultures work and offers surprising insights into how deceptively traditional some of these eccentric new offices still are. She also introduces challenging new ideas about how to motivate people, develop talent, build trust, and create dynamic and thriving businesses anywhere, in any industry.

Sukand Ramachandran on Helping Machines Help Humans

How digital is changing the way support functions add value to businesses

Mastering the Art of Personalization

Personalization is more than a perk—it’s an imperative. Done right, personalization can increase growth rates by 6% to 10%.

Customers have come to expect personalization. Brands should start with the messaging and use data as fuel to power an “intelligent experience engine.”