責任あるAI

What is Responsible AI?

Responsible AI is the process of developing and operating artificial intelligence systems that align with organizational purpose and ethical values, achieving transformative business impact. By implementing RAI strategically, companies can resolve complex ethical questions around AI deployments and investments, accelerate innovation, and realize increased value from AI itself. Responsible AI gives leaders the ability to properly manage this powerful emerging technology.

How We Help Companies Implement Responsible AI

So far, relatively few companies have unleashed this strategic approach to responsible AI. What’s the holdup? For some organizations, the leap from responsible AI ambition to execution has proved daunting. Others are waiting to see what form regulations take. But responsible AI principles can bring benefits now as they prepare companies for new rules and the latest emerging AI technology.

Our battle-tested BCG RAI framework minimizes the time to RAI maturity while maximizing the value responsible AI can create. Built on five pillars, it is tailored to each organization’s unique starting point, culture.

Our Responsible AI Recognition and Awards

As one of the leading consulting firms on AI governance, we are proud to be recognized for the excellence of our work advancing responsible AI, setting the stage for broader and more transparent use of AI technology.

• Shortlisted for Financial Times Innovative Lawyers Europe Risk Management Award, 2023. Steven Mills and the BCG X legal team were shortlisted for the 2023 FT Innovative Lawyers Europe Award, recognizing legal teams that demonstrated leadership, originality, and impact with their risk management work in Europe.
• Finalist for Leading Enterprise in the Responsible AI Institute RAISE Awards, 2022. BCG was nominated and shortlisted for the RAISE 2022 Leading Enterprise Award, recognizing organizations leading efforts to narrow the responsible AI implementation gap and create space for critical conversations about the current state of the field.
• Top 100 Most Influential People in Data, DataIQ, 2022. Steven Mills was named one of the Top 100 Most Influential People in Data by DataIQ for his work in responsible AI and on the unintended harms caused by biased AI systems.

Introducing ARTKIT

ARTKIT is BCG X’s open-source toolkit for red teaming new GenAI systems. It enables data scientists, engineers, and business decision makers to quickly close the gap between developing innovative GenAI proofs of concept and launching those concepts into the market as fully reliable, enterprise-scale solutions. ARTKIT combines human-based and automated testing, giving tech practitioners the tools they need to test new GenAI systems for:

• Proficiency—ensuring that the system consistently generates the intended value
• Safety—ensuring that it prevents harmful or offensive outputs
• Equality—ensuring that it promotes fairness in quality of service and equal access to resources
• Security—ensuring that it safeguards sensitive data and systems against bad actors
• Compliance—ensuring that it adheres to relevant legal, policy, regulatory, and ethical standards

ARTKIT enables teams to use their critical thinking and creativity to quickly mitigate potential risk. The goal is to help business decision makers and leaders harness the full power of GenAI and our BCG RAI framework, knowing that the results will be safe and equitable—and will deliver measurable, meaningful business impact.

BCG's AI Code of Conduct

At BCG, we lead with integrity—and the responsible use of artificial intelligence is fundamental to our approach. We aim to set an ethical standard for AI in our industry, and we empower our clients to make the right economic and ethical decisions.

See how we're fulfilling this commitment.