Successfully implementing complex regulation

Fundamental Review of the Trading Book (FRTB)

The Fundamental Review of the Trading Book (FRTB) fundamentally reforms market risk capital requirements for banks under Basel IV. ADVISORI supports banks with FRTB implementation: standardised approach (SA), internal models approach (IMA), desk-level tests, P&L attribution, and building the required data infrastructure for regulatory compliance.

  • Reduction of capital requirements through optimized modeling
  • Compliance with the strict FRTB requirements
  • Efficient implementation of the Standardized Approach and IMA
  • Minimizing the impact on your trading strategy and profitability

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Fundamental Review of the Trading Book

Our Strengths

  • Comprehensive expertise in market risk regulations and FRTB-specific requirements
  • Experienced team of risk management and regulatory experts
  • Proven methods and tools for FRTB implementation
  • Individual approach focused on the specific needs of your institution

Expert Tip

Early adaptation of trading strategies and risk models to FRTB requirements can significantly reduce the capital burden and secure competitive advantages.

ADVISORI in Numbers

11+

Years of Experience

120+

Employees

520+

Projects

We support you with a structured and proven approach to implementing the FRTB requirements, tailored to your specific needs.

Our Approach:

Detailed gap analysis and impact assessment

Development of a tailored implementation strategy

Optimization of data and IT infrastructure

Implementation and validation of models and processes

Continuous optimization and adaptation to regulatory developments

"We support institutions in implementing FRTB requirements efficiently and effectively – with strategies that specifically reduce the capital burden while ensuring full regulatory compliance. Our deep understanding of market risk regulations and our pragmatic approach make FRTB a manageable success factor rather than a burden."
Andreas Krekel

Andreas Krekel

Head of Risk Management, Regulatory Reporting

Expertise & Experience:

10+ years of experience, SQL, R-Studio, BAIS-MSG, ABACUS, SAPBA, HPQC, JIRA, MS Office, SAS, Business Process Manager, IBM Operational Decision Management

Our Services

We offer you tailored solutions for your digital transformation

FRTB Gap Analysis and Impact Assessment

We analyze your current trading book structure and risk management systems to identify gaps and assess the impact of FRTB requirements on your capital and trading activities.

  • Detailed analysis of trading book structure and risk models
  • Assessment of the impact on capital requirements
  • Identification of optimization potential
  • Development of a structured implementation plan

Implementation of FRTB Solutions

We support you in the efficient implementation of FRTB requirements, from the Standardized Approach through to preparation for IMA approval.

  • Implementation of the Standardized Approach (SA)
  • Support for IMA approval and implementation
  • Optimization of data architecture and IT infrastructure
  • Integration into existing risk management systems

Our Competencies in Regulatory Compliance Management

Choose the area that fits your requirements

AIFMD Requirements

The AIFMD governs authorisation, risk management, and reporting for alternative investment fund managers across the EU. ADVISORI supports fund managers with BaFin authorisation, depositary appointments, liquidity management, and regulatory reporting — from initial AIFM authorisation to ongoing compliance.

BAIT IT Governance

Modern banking institutions need more than traditional IT compliance approaches – they require strategic BAIT IT Governance frameworks that connect banking supervisory IT requirements with operational excellence, technology innovation, and sustainable business strategy. Successful BAIT IT Governance requires comprehensive system approaches that smoothly integrate IT risk management, technology architecture, governance structures, and regulatory security. We develop comprehensive BAIT IT Governance solutions that not only ensure compliance but also increase IT efficiency, enable innovation, and establish sustainable competitive advantages for banking institutions.

BAIT Information Security

Modern banking institutions need more than traditional IT security approaches – they require strategic BAIT Information Security frameworks that connect banking supervisory security requirements with operational cyber excellence, technology innovation, and sustainable business strategy. Successful BAIT Information Security requires comprehensive system approaches that smoothly integrate cybersecurity governance, information protection, threat management, and regulatory security. We develop comprehensive BAIT Information Security solutions that not only ensure compliance but also strengthen cyber resilience, enable innovation, and establish sustainable competitive advantages for banking institutions.

BAIT Testing Procedures

Modern banking institutions require more than traditional IT testing approaches – they need systematic BAIT Testing Procedures that connect banking supervisory IT requirements with operational test excellence, technology innovation, and sustainable quality assurance. Successful BAIT Testing requires comprehensive validation frameworks that smoothly integrate IT system tests, compliance verification, quality assurance, and regulatory security. We develop comprehensive BAIT Testing solutions that not only ensure compliance but also increase IT test efficiency, enable quality innovation, and establish sustainable test excellence for banking institutions.

BAIT-DORA Convergence

Modern banking institutions face the complex challenge of harmonizing German BAIT requirements with EU-wide DORA regulations while creating operational resilience, compliance efficiency, and strategic competitive advantages. Successful BAIT-DORA convergence requires comprehensive integration approaches that identify regulatory overlaps, utilize synergies, and establish unified governance structures. We develop comprehensive BAIT-DORA convergence solutions that not only ensure dual compliance but also increase operational efficiency, optimize risk management, and establish sustainable resilience frameworks for banking institutions.

Frequently Asked Questions about Fundamental Review of the Trading Book (FRTB)

What are the strategic implications of FRTB regulation for our bank and how does ADVISORI support effective management of these implications?

The Fundamental Review of the Trading Book (FRTB) goes far beyond a technical compliance exercise – it represents a fundamental shift in market risk management with significant strategic implications for your institution. For the C-suite, this means not only meeting regulatory requirements, but rethinking and optimally positioning the trading book strategy. Strategic dimensions of FRTB implementation: Capital allocation and efficiency: The significantly higher capital requirements (often 40–60% more than under Basel 2.5) require a fundamental reassessment and optimization of your trading activities to maximize capital efficiency. Business model transformation: The reclassification of positions between the trading book and banking book, as well as the review of trading book boundaries, offers the opportunity to strategically adapt and optimize your business model. Competitive positioning: Institutions that implement FRTB early and efficiently can secure significant competitive advantages, while others struggle with higher capital costs or are forced to restrict business areas. Technological transformation: The requirements for data quality,.

How can we use FRTB implementation to not only ensure compliance but also achieve a competitive advantage and optimize our capital efficiency?

The Fundamental Review of the Trading Book (FRTB) represents not only a regulatory obligation for forward-thinking institutions, but a unique opportunity to strengthen their market position and significantly improve capital efficiency. For the C-suite, this means thinking beyond pure compliance and using FRTB as a strategic catalyst. Strategic potential for superior capital efficiency: Portfolio optimization and hedging strategies: Through advanced FRTB-compliant modeling, you can recalibrate your trading strategies to minimize capital requirements without compromising risk-return profiles. Trading desk reorganization: The desk structure required under FRTB enables a strategic realignment that not only meets regulatory requirements but also eliminates operational inefficiencies and creates synergies. Differentiated product strategies: A detailed analysis of the FRTB impact on various product classes enables strategic focus on capital-efficient instruments and the redesign or reduction of capital-intensive products. Pricing advantages: An early and deep understanding of FRTB capital costs enables more competitive pricing through more precise incorporation of capital costs, while competitors may have to work with flat-rate surcharges.

What governance and operating models does ADVISORI recommend for sustainable FRTB compliance that meets both regulatory requirements and ensures operational efficiency?

Sustainable compliance with FRTB requirements demands more than just initial implementation – it requires a solid, future-proof governance and operating model. For the C-suite, the challenge is to find the right balance between regulatory compliance, operational efficiency, and strategic flexibility. Key elements of a successful FRTB governance model: Integrated risk governance: Establishing a comprehensive framework that smoothly integrates FRTB compliance into existing risk management structures and defines clear responsibilities at all levels. Dynamic trading book governance: Implementation of a solid process for the continuous review and monitoring of trading book/banking book boundaries in accordance with the strict FRTB criteria. Model risk management: Development of a comprehensive framework for the validation, monitoring, and continuous improvement of FRTB models, particularly for institutions pursuing the IMA approach. Data quality management: Establishment of an end-to-end data management system that ensures the high requirements for data quality, granularity, and availability under FRTB. Efficient operating models for FRTB excellence: Automation potential: Identification and implementation of automation opportunities in the computationally intensive FRTB processes to reduce operational costs and increase reliability.

How does ADVISORI support the integration of FRTB into our existing risk infrastructure and what ROI can we expect from different implementation strategies?

Integrating FRTB requirements into your existing risk infrastructure represents a complex but strategically important investment decision. For the C-suite, it is essential to understand the return on investment of various implementation approaches and to make an informed decision between short-term compliance and long-term strategic transformation. ROI drivers of various FRTB implementation strategies: Minimal compliance approach: Focus on meeting minimum requirements through the Standardized Approach (SA) with limited infrastructure investment – lower initial costs, but higher ongoing capital burden and limited strategic flexibility. Selective IMA approach: Application of the Internal Models Approach for selected trading desks with significant capital optimization potential – moderate investment with targeted capital reduction for relevant portfolios. Impactful approach: Comprehensive modernization of the risk infrastructure with IMA implementation and integration into an enterprise-wide data and analytics platform – higher initial investment, but significant long-term capital savings and strategic competitive advantages. Hybrid cloud strategy: Use of cloud-based solutions for the computationally intensive FRTB processes – optimized cost structure by converting capital expenditure into operational costs and increased scalability.

How does FRTB affect our global trading strategy and what approaches does ADVISORI recommend for different jurisdictions?

The Fundamental Review of the Trading Book (FRTB) operates as a global framework with regional variations, creating particular challenges but also strategic opportunities for internationally active institutions. For the C-suite, this has far-reaching implications for global trading strategy and optimal positioning in various markets. Regional FRTB complexity and strategic implications: Implementation timelines: The phased introduction of FRTB regulations (EU, USA, Asia) enables strategic prioritization of implementation by market and creates temporal arbitrage opportunities. Regulatory fragmentation: Despite the Basel framework, significant regional differences exist in the interpretation and implementation of FRTB, requiring a differentiated market and product strategy. Business relocation potential: The different capital requirements across jurisdictions open up opportunities for the strategic relocation of trading activities to optimize capital. Competitive dynamics: Institutions that skillfully navigate the global FRTB landscape can achieve regional competitive advantages and gain market share in less well-prepared markets. ADVISORI's global implementation approach: Comprehensive jurisdiction analysis: We provide a thorough assessment of FRTB requirements in all markets relevant to you and identify deviations and optimization potential.

What technological innovations does ADVISORI recommend to manage the computational intensity of FRTB requirements while ensuring cost efficiency?

The Fundamental Review of the Trading Book (FRTB) places unprecedented demands on the computing power and data processing capabilities of financial institutions. For the C-suite, this gives rise to fundamental decisions regarding technology investments that have strategic significance far beyond FRTB and influence the digital transformation of risk management as a whole. Technological challenges and innovation potential: Exponential computing requirements: FRTB calculations – in particular the Expected Shortfall methodology and NMRF stress tests – require up to a 100-fold increase in computing power compared to previous market risk systems. Data integration complexity: The granular data requirements for historical time series, risk factors, and sensitivities require a fundamental redesign of the data architecture. Near-real-time requirements: FRTB reporting timelines and the need for timely capital impact analyses for trading activities place high demands on processing speed. Budgetary constraints: The implementation of advanced technologies must be weighed against budgetary limitations, requiring effective solution approaches.

How do we navigate the transition from the Standardized Approach to the Internal Models Approach and what steps does ADVISORI recommend for a successful model approval?

The decision between the Standardized Approach (SA) and the Internal Models Approach (IMA) under FRTB represents a strategic turning point for your institution. For the C-suite, this is not merely a technical modeling question, but a fundamental decision with significant implications for capital efficiency, competitiveness, and strategic flexibility. Strategic dimensions of the SA-IMA decision: Capital implications: Depending on the portfolio, the IMA can enable capital savings of 20–40% compared to the SA, but with considerably higher implementation and operating costs. Desk-selective approach: FRTB allows a differentiated application of SA and IMA at trading desk level, enabling an optimized, risk-based model strategy. Time dimension: Implementing a full IMA requires 2–3 years and should begin with a phased migration from the SA, prioritizing desks with the highest capital optimization potential. Regulatory risk: The strict requirements for model approval and the P&L Attribution Tests (PLAT) require careful preparation to avoid reclassification to the SA.

How can we align FRTB implementation with our ESG objectives and what added value does ADVISORI offer in this area?

Integrating FRTB compliance with ESG objectives represents a forward-looking strategy that connects regulatory requirements with sustainability aspects. For the C-suite, this linkage offers the opportunity to utilize compliance investments while simultaneously addressing the growing importance of ESG factors in business strategy. Collaboration potential between FRTB and ESG: Integrated risk perspective: The improvements to risk modeling required for FRTB can be extended to also capture climate-related risks and ESG factors, which are increasingly coming into regulatory focus. Data infrastructure synergies: The investments in data management and analytics required for FRTB can simultaneously support the capture and processing of ESG data needed for disclosure obligations and risk management. Extended scenario analyses: The stress testing capabilities developed for FRTB can be extended to climate stress scenarios to quantify the impact of climate risks on the trading book. Sustainability-oriented product innovation: The reassessment of the product portfolio prompted by FRTB provides the opportunity to develop sustainable financial products that are both capital-efficient under FRTB and meet ESG requirements.

How can we use FRTB implementation to modernize our entire risk management infrastructure and what impactful approaches does ADVISORI recommend?

The Fundamental Review of the Trading Book (FRTB) represents not only a regulatory challenge, but also a strategic opportunity for the comprehensive modernization of your risk management infrastructure. For the C-suite, this means using FRTB as a catalyst for a broader transformation that goes far beyond compliance requirements. Impactful potential through FRTB: Modernization of data infrastructure: The granular data requirements of FRTB provide the impetus to establish a future-proof, flexible data architecture that can also be used for other regulatory and business requirements. Front-to-risk integration: The alignment requirements between the front office and risk models enable closer integration of trading and risk systems, leading to more efficient processes and better decision-making. Automation and process optimization: The complexity of FRTB calculations requires a high degree of automation, which can serve as a blueprint for process optimization in other risk areas. Competency building and cultural change: The new skills and working methods required for FRTB can catalyze a broader cultural shift toward a data-driven, agile risk organization.

What approaches does ADVISORI recommend for optimizing the trading book/banking book boundary under FRTB and how can we minimize the impact on our business model?

The precise definition of the trading book/banking book boundary represents one of the most fundamental and strategically significant aspects of FRTB implementation. For the C-suite, this realignment carries both significant risks and opportunities for optimizing the business model and capital efficiency. Strategic dimensions of the trading book/banking book boundary: Business model implications: The strict separation and more stringent reclassification rules under FRTB can restrict the flexibility of certain business areas and require a reassessment of your product strategy and positioning. Capital efficiency potential: A well-considered allocation of positions between the trading book and banking book can significantly reduce the overall capital burden, particularly for positions with different capital requirements under the respective regulatory frameworks. Organizational challenges: The new governance requirements for the trading book/banking book boundary require adjustments to processes, responsibilities, and control mechanisms that reach deep into the organizational structure. Regulatory risk: Inadequately documented or inconsistent allocation criteria can lead to supervisory measures, including forced reclassifications with potentially significant capital implications.

How can we optimize the impact of FRTB on our trading strategies and product range and what effective solutions does ADVISORI offer?

The Fundamental Review of the Trading Book (FRTB) will have far-reaching implications for the profitability of various trading strategies and products, requiring a strategic realignment of the trading business. For the C-suite, this presents an opportunity to secure competitive advantages and unlock new market opportunities through proactive adaptation. Strategic realignment of the trading business: Product portfolio optimization: Systematic analysis of the capital efficiency of various products under FRTB and strategic decisions to expand, redesign, or reduce certain product lines. Effective hedging strategies: Development of optimized hedging strategies that take into account the FRTB-specific requirements for risk factor assessment and correlation recognition. Client franchise transformation: Realignment of the client offering and pricing to reflect the changed capital and operating costs under FRTB while remaining competitive. Strategic cooperation: Identification of opportunities for cooperation or outsourcing in areas where independent continuation under FRTB is no longer economically attractive. Product-specific optimization approaches: Derivatives redesign: Redesign of complex derivative products to reduce NMRF burden and improve modelability without impairing the economic value for clients.

What concrete results can we expect from working with ADVISORI on FRTB implementation and how do we measure success?

A partnership with ADVISORI for your FRTB implementation delivers measurable, sustainable results that go far beyond pure regulatory compliance. For the C-suite, it is essential to understand the concrete added value of this collaboration and to measure success using clearly defined metrics. Concrete results of an ADVISORI partnership: Capital optimization: Demonstrable reduction of FRTB capital requirements by typically 15–30% compared to a standard implementation through optimized modeling, strategic portfolio alignment, and efficient NMRF management. Accelerated implementation: Reduction of implementation time by an average of 20–30% through proven methods, pre-configured solution components, and experienced specialists with deep regulatory know-how. Operational efficiency: Establishment of an optimized operating model for FRTB with 25–40% lower ongoing operating costs compared to typical implementations through automation, process optimization, and intelligent resource allocation. Strategic competitive advantages: Development of effective, capital-efficient trading strategies and product offerings that strengthen your market position and unlock new business opportunities. Success metrics and KPIs: Quantitative capital metrics:.

How do we coordinate FRTB implementation with other regulatory initiatives and how does ADVISORI help maximize synergies?

The parallel implementation of multiple regulatory initiatives represents a significant management challenge, but also offers considerable collaboration potential. For the C-suite, a strategic, coordinated approach is essential to maximize resource efficiency and develop consistent solutions. Collaboration potential with other regulatory initiatives: BCBS 239 and risk data aggregation: The FRTB data requirements overlap significantly with BCBS 239 principles on risk data aggregation and reporting, enabling an integrated data architecture. SA-CCR and other market risk regulations: Methodological and data-related overlaps between FRTB and other market risk regulations such as SA-CCR and CVA risk requirements enable coordinated implementation approaches. Basel IV / CRR III: The broader Basel IV / CRR III reforms, which include FRTB, require a comprehensive view of capital implications and implementation strategies. ESG risk management: Increasing regulatory requirements for the management of ESG risks offer integration opportunities with the FRTB infrastructure, particularly in the area of scenario analysis and stress tests. Strategic coordination approaches: Integrated regulatory roadmap: Development of a comprehensive roadmap covering all relevant regulatory initiatives, identifying their dependencies, and enabling optimal sequencing.

What critical success factors must we consider in FRTB implementation and how does ADVISORI support our management team in overcoming typical obstacles?

Successful implementation of FRTB requirements demands more than just technical know-how – it requires strategic management of complex organizational, technological, and cultural challenges. For the C-suite, understanding the critical success factors and potential obstacles is essential to ensure a smooth and value-creating implementation. Critical success factors for FRTB implementation: C-level sponsorship and strategic alignment: Active support and clear strategic direction from senior leadership, positioning FRTB not as a pure compliance exercise but as a strategic transformation. Cross-functional coordination: Effective collaboration between trading, risk management, IT, finance, and compliance to develop consistent solutions and overcome siloed thinking. Solid data infrastructure: Establishment of a high-performance, flexible data architecture that meets the strict quality and granularity requirements of FRTB and is flexible for future requirements. Early regulatory engagement: Proactive dialogue with supervisory authorities to understand their expectations and clarify potential areas of interpretation, particularly for complex modeling aspects. Typical implementation obstacles and how to overcome them: Resource and.

How do we design a data architecture that meets FRTB requirements and is also future-proof for further regulatory developments?

A solid, forward-looking data architecture is the foundation for a successful FRTB implementation and a strategic investment in long-term regulatory compliance. For the C-suite, this means thinking beyond the immediate FRTB requirements and establishing a data infrastructure that can respond flexibly to future regulatory changes. Core elements of an FRTB-optimized data architecture: Central market data platform: Establishment of a unified repository for market data with solid quality controls, comprehensive historization, and granular metadata annotation to meet the strict FRTB requirements for data quality and availability. Flexible data modeling: Implementation of an adaptive data model that covers the specific FRTB requirements and can be flexibly extended for future regulatory changes. End-to-end data lineage: Continuous traceability and documentation of data flows from source to regulatory report to ensure transparency and meet audit requirements. High-performance calculation infrastructure: Flexible architecture for computationally intensive FRTB calculations that can efficiently utilize both on-premise and cloud-based resources. Future-proofing and scalability: Modular architecture: Development of a component-based architecture that allows individual elements to be updated or replaced without affecting the overall system.

What phases and milestones does a typical FRTB implementation project comprise and how does ADVISORI structure the implementation process?

Implementing FRTB requirements is a complex, multi-year undertaking that requires a structured, phased approach. For the C-suite, a clear understanding of the project phases, milestones, and critical paths is essential to ensure the right governance, resource allocation, and strategic alignment. Typical phases of an FRTB implementation project: Phase 1: Strategic planning and impact analysis (3–6 months)

Detailed impact analysis on capital, business model, and IT infrastructure
Development of the overarching implementation strategy and business case
Definition of the target architecture and operating model
Fundamental decisions on SA vs. IMA approach at desk level Phase 2: Design and preparation phase (6–9 months)
Detailed requirements analysis and solution design
Data analysis and data sourcing strategy, particularly for historical time series
Definition of trading book/banking book boundaries and trading desk structures
Preparation of IT infrastructure and vendor selection Phase 3: Implementation of the Standardized Approach (SA) (9–12 months)
Implementation.

How can we use FRTB requirements to make risk management more transparent for our shareholders and supervisory board?

FRTB implementation offers not only regulatory compliance, but also a strategic opportunity to substantially improve risk transparency and communication toward shareholders, the supervisory board, and other stakeholders. For the C-suite, this means creating value beyond compliance and strengthening confidence in your risk management capabilities. Strategic benefits of improved risk transparency: Shareholder confidence: Clear, transparent communication about your FRTB implementation and the associated improvements in market risk management can strengthen investor confidence and potentially have a positive impact on valuation. Governance effectiveness: Improved risk transparency enables the supervisory board to exercise more effective oversight and make well-informed strategic decisions with regard to risk-return profiles. Regulatory relationships: Proactive transparency toward supervisory authorities can strengthen regulatory trust and lead to a more constructive dialogue, particularly on complex modeling issues. Competitive differentiation: Superior risk transparency can serve as a differentiating feature compared to competitors and strengthen the market perception of your institution as a leader in risk management.

What role do data science and artificial intelligence play in optimizing FRTB implementation and how does ADVISORI support this aspect?

In the complex world of FRTB implementation, data science and artificial intelligence (AI) can act as impactful catalysts that both improve regulatory compliance and create strategic competitive advantages. For the C-suite, these technologies offer significant opportunities to optimize FRTB implementation while simultaneously laying the groundwork for the digital transformation of risk management. Strategic application areas of data science and AI in FRTB: Model optimization and validation: Machine learning algorithms can identify complex patterns in market data and contribute to the improvement of internal models as well as the early detection of model weaknesses. Data quality management: AI-based methods can significantly improve data quality through automatic detection of anomalies, intelligent gap-filling, and cross-validation of historical market data. NMRF management: Advanced analytics techniques can assist in the identification, modeling, and minimization of Non-Modellable Risk Factors, one of the most cost-intensive aspects of FRTB. Computational efficiency: AI methods such as approximation algorithms, dimensionality reduction, and selective recalibration can significantly reduce computation time for complex FRTB calculations.

How can we preserve agility in the trading book despite the complex FRTB requirements and how does ADVISORI support this?

Balancing regulatory compliance with business agility is one of the greatest challenges in FRTB implementation. For the C-suite, the goal is to meet the strict FRTB requirements without impairing the ability to act and innovate in the trading business – a strategic balance that will determine future competitiveness. Key dimensions of preserving agility under FRTB: Strategic flexibility: Despite stricter trading book/banking book boundaries, it is essential to preserve the ability to respond quickly to changing market conditions and business opportunities. Product innovation: The complex modeling requirements and potentially higher capital costs must not disproportionately restrict the ability to develop effective trading products. Timely decision-making: The extensive data and calculation requirements of FRTB must not slow down the trading decision-making process to the point where market opportunities are missed. Cost efficiency: Compliance costs must be optimized so that they do not excessively burden the profitability of the trading business and create competitive disadvantages.

How do we prepare for future developments and adjustments to FRTB regulation and what long-term added value does ADVISORI offer?

The Fundamental Review of the Trading Book (FRTB) is not a static regulation, but will – like all complex regulatory frameworks – continuously evolve through technical adjustments, clarifications, and extensions. For the C-suite, it is essential to think beyond the initial implementation and develop an adaptive, future-proof strategy. Anticipated developments in FRTB regulation: Technical adjustments: Ongoing calibrations and refinements of technical standards, particularly in areas such as NMRF treatment, P&L Attribution Tests, and correlation assumptions. Jurisdiction-specific interpretations: Different regional implementations and interpretations by various supervisory authorities, requiring differentiated management. Integration with ESG requirements: Increasing linkage of market risk regulations with climate risk and ESG requirements, which could bring new dimensional and disclosure obligations. Technological evolution: Regulatory adaptations to new technologies such as AI, cloud computing, and advanced analytics tools, opening up new possibilities for compliance implementation. Strategies for long-term adaptability: Modular compliance architecture: Development of a flexible, modular FRTB infrastructure that enables rapid adaptation to regulatory changes with minimal disruption.

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