Today’s fintechs are at the forefront of risk management innovation and backed by powerful technology like AI. Why aren’t more chief risk officers using them?
BCG’s Approach to Risk Advanced Analytics and Technology
BCG’s data scientists, technology specialists, risk analytics consultants, and risk and compliance experts help chief risk officers and C-suite leaders transform their operations. We leverage advanced technologies and analytical capabilities to reduce costs, increase efficiencies and precision, and enhance ways of working. Building the risk and compliance function of the future is at the heart of our approach, and we are proud to be consistently recognized as a leader in digital consulting services.
- Data, Architecture, and Digital Platforms. We bring together risk and compliance expertise and technology capabilities to create data, IT architecture, and digital platforms that deliver three to five times the value in half the time and at half the cost. We focus on the core needs of the business—for example, enabling finance and regulatory data convergence in accordance with BCBS 239 policy or building an ESG data platform.
- AI in Risk and Compliance. We help our clients implement AI in their priority use cases, such as advanced credit decision making, AML transaction monitoring, and trade rules compliance monitoring. We have experience leveraging GenAI to autonomously generate risk scenarios, model potential compliance breaches, and simulate various regulatory outcomes, providing valuable insights to company leadership. BCG is also an industry leader in helping companies develop and implement a responsible AI framework.
- Increasing Efficiencies and Streamlining Processes. Our best-in-class technology expertise, data analytics, new ways of working, and external ecosystem partners deliver efficiency gains in the business without compromising quality.
- Ways of Working. We help our clients infuse an innovative mindset with a tailored adoption of new ways of working to spark a data-driven culture, innovation, and new ecosystem alliances, to nurture flexibility, and to drive sustainable results.
Our Clients’ Success in Risk Advanced Analytics and Technology
A major European bank needed to establish its finance and risk data solution and strategy following the failure of an expensive, multiyear program. BCG prepared an overarching technical solution and developed a roadmap for execution through use case prioritization to ensure alignment with the board of directors and joint supervisory team. Our experts also delineated roles and responsibilities across subsidiaries and addressed legal challenges.
A large European bank uncovered severe regulatory vulnerabilities in the data infrastructure that supported its credit chain. BCG experts worked with the bank to develop a comprehensive action plan, outlining structural and tactical actions to take over five years. This encompassed more than 250 detailed actions, including establishing a new credit chain governance framework and a redesigned data architecture.
A European automaker’s finance arm needed to modernize its risk data analytics platform to reverse data quality issues and expand data scaling. We identified domain, governance, and platform transformations that the division instituted to be more data driven. The upgrade improved data quality and allowed the business to adopt a best-of-breed technology stack.
Explore Our Insights on Risk Advanced Analytics and Technology
Article
2025年1月16日
Rather than feeling threatened by Generative AI, risk and compliance (R&C) teams should adopt it for their own operations.
Article
2024年12月11日
To support rapid AI adoption, risk and compliance functions must lead efforts to ensure responsible use, transform processes, and enhance decision making.
Article
2024年11月12日
Companies need a holistic strategy to coordinate requirements, clearly define responsibilities, and effectively use advanced technologies.
Meet Our Risk Advanced Analytics and Technology Experts
BCG’s consultants bring a diverse range of experiences to their client work with major banks, insurers, industrial companies, and regulators.
