Pioneering Risk Measurement Approaches for the Future of Banking

CRD Advanced Approach

The Advanced IRB Approach (A-IRB) allows institutions to estimate all risk parameters internally — probability of default (PD), loss given default (LGD), exposure at default (EAD) and credit conversion factors (CCF) — using proprietary models. ADVISORI guides you from model development through supervisory approval to ongoing validation — for risk-sensitive capital management under CRR III.

  • Maximum capital efficiency through sophisticated Advanced Approaches
  • Integration of AI and machine learning into CRD-compliant frameworks
  • Future-ready model architectures for emerging risks
  • Strategic differentiation through regulatory innovation

Your strategic success starts here

Our clients trust our expertise in digital transformation, compliance, and risk management

30 Minutes • Non-binding • Immediately available

For optimal preparation of your strategy session:

  • Your strategic goals and objectives
  • Desired business outcomes and ROI
  • Steps already taken

Or contact us directly:

Certifications, Partners and more...

ISO 9001 CertifiedISO 27001 CertifiedISO 14001 CertifiedBeyondTrust PartnerBVMW Bundesverband MitgliedMitigant PartnerGoogle PartnerTop 100 InnovatorMicrosoft AzureAmazon Web Services

What distinguishes the Advanced IRB Approach from the Foundation approach?

Our Expertise

  • Pioneers in integrating AI/ML into regulatory frameworks
  • Extensive experience with the most complex CRD implementations
  • Interdisciplinary teams spanning technology and regulation
  • Continuous research and development of effective approaches

Innovation Leadership

Advanced Approaches under CRD not only enable optimal capital allocation, but also position your institution as a technology and innovation leader in risk management. Investing in the most advanced approaches creates sustainable competitive advantages.

ADVISORI in Numbers

11+

Years of Experience

120+

Employees

520+

Projects

We work with you to develop a CRD Advanced Approach strategy that combines technological innovation with regulatory excellence.

Our Approach:

Strategic Innovation Assessment and Technology Roadmap

Advanced Model Architecture Design and Prototyping

AI/ML Integration and Sophisticated Algorithm Development

Regulatory Innovation Strategy and Approval Management

Continuous Innovation and Future-Proofing

"Advanced Approaches under CRD are more than regulatory compliance — they are strategic investments in the future of risk management. Our clients who invest in these most advanced technologies today are positioning themselves as innovation leaders and creating sustainable competitive advantages through superior risk management capabilities and maximum capital efficiency."
Melanie Düring

Melanie Düring

Head of Risk Management

Our Services

We offer you tailored solutions for your digital transformation

AI-Enhanced Advanced IRB Development

Development of the most advanced IRB models with integration of artificial intelligence and machine learning technologies.

  • Machine learning PD/LGD/EAD modeling
  • Explainable AI for regulatory transparency
  • Dynamic Model Recalibration and Adaptive Learning
  • Advanced Feature Engineering and Alternative Data Integration

Sophisticated Risk Architecture

Development of future-ready risk architectures with integration of emerging risks and advanced analytics.

  • ESG and climate risk integration into Advanced Models
  • Real-Time Risk Monitoring and Alert Systems
  • Advanced Stress Testing and Scenario Analysis
  • Regulatory Innovation and Future-Ready Frameworks

Our Competencies in CRR/CRD - Capital Requirements Regulation & Directive

Choose the area that fits your requirements

CRD Buffer Requirements

The CRD combined buffer requirement defines how capital conservation buffer, countercyclical buffer, systemic risk buffer and G-SII/O-SII buffers interact under a single framework. ADVISORI advises financial institutions on buffer stacking rules, capital distribution restrictions, MDA calculation and capital conservation planning — ensuring full compliance with the CRD buffer framework.

CRD Capital Adequacy

Capital adequacy requirements under the CRD comprise the overall capital requirement from Pillar 1 minimum, SREP capital add-on (P2R), combined buffer requirement, and Pillar 2 Guidance (P2G). We support banks in supervisory capital quantification, preparation for CRD VI changes, and integration of ESG risks into the capital adequacy assessment.

CRD Conservation Buffer

The CRD Capital Conservation Buffer under Art. 129 CRD V/VI requires EU credit institutions to hold 2.5% Common Equity Tier 1 (CET1) capital above minimum requirements. When breached, the MDA (Maximum Distributable Amount) calculation triggers automatic distribution restrictions on dividends, bonuses, and AT1 coupons. ADVISORI advises on strategic buffer management, CRD VI implementation, and regulatory capital planning across the EU framework.

CRD Countercyclical Buffer

The countercyclical capital buffer under Art. 130 CRD (Directive 2013/36/EU) requires credit institutions to maintain an institution-specific buffer as the weighted average of applicable national CCyB rates. The calculation under Art. 140 CRD considers the geographic distribution of credit risk exposures. ADVISORI supports you with CRD-compliant buffer calculation, ESRB reciprocity requirements and implementation of CRD VI changes effective January 2026.

CRD Credit Risk

End-to-end consulting for implementing the CRD credit risk framework: from the reformed Standardised Approach (SA-CR) and Output Floor calculations to ECAI due diligence requirements. We support your institution in the compliant implementation of CRR III capital requirements and the strategic optimisation of your risk weighting.

CRD Directive

The Capital Requirements Directive (CRD) is the core EU directive governing banking supervision, governance, and authorization of credit institutions. From CRD IV through CRD V to the current CRD VI, it defines the supervisory framework that each EU member state must transpose into national law. ADVISORI has been supporting banks and financial institutions with CRD implementation for over 14 years.

CRD Fit and Proper

Fit and Proper ensures that members of the management body, supervisory board and key function holders meet regulatory requirements for knowledge, experience, integrity and time commitment. With CRD VI expanding the scope to key function holders and the revised EBA/ESMA joint guidelines introducing AML/CFT competence requirements, banks face growing complexity in their suitability assessment processes. ADVISORI supports you with systematic implementation of all Fit and Proper requirements across the EU framework.

CRD Governance

The CRD defines binding requirements for the internal governance of credit institutions – from the three lines of defence model through internal control systems to the independent compliance function. With the new EBA guidelines (EBA/CP/2025/20) and CRD VI, requirements for risk management governance, control functions, and organizational structures are tightening significantly. ADVISORI supports you with gap analysis, implementation, and ongoing monitoring of your internal governance framework aligned with EBA standards.

CRD IV

Directive 2013/36/EU (CRD IV) together with the CRR forms the regulatory foundation of EU banking supervision under Basel III. We support financial institutions in the full implementation of governance, SREP and Pillar 2 requirements — from gap analysis to supervisory-compliant implementation.

CRD Internal Models

The use of internal models to calculate risk-weighted assets requires supervisory approval from the ECB and national authorities. We guide your institution through the entire IRB approval process — from model development and validation per the revised ECB guide 2025 to successful regulatory approval. With our expertise, you navigate the tightened CRD VI requirements, the output floor and internal model restrictions with confidence.

CRD Liquidity

The CRD establishes binding liquidity requirements for EU banks — from the Liquidity Coverage Ratio (LCR) and Net Stable Funding Ratio (NSFR) to internal liquidity risk management. ADVISORI supports financial institutions with regulatory implementation, liquidity governance and building robust stress testing frameworks.

CRD Liquidity Coverage Ratio

The Liquidity Coverage Ratio (LCR) requires credit institutions to hold sufficient high-quality liquid assets (HQLA) to cover net cash outflows over a 30-day stress scenario. The minimum ratio is 100%. Under the EU implementation of Basel III through CRR/CRD, Delegated Regulation 2015/61 governs HQLA categories, inflow/outflow rates, and reporting requirements. ADVISORI supports banks with compliant LCR calculation, HQLA optimization, and supervisory reporting.

CRD Market Risk – Capital Requirements Under CRR III for the Trading Book

Professional consulting for the implementation and optimization of market risk management systems in accordance with the requirements of the Capital Requirements Directive (CRD). We support you in meeting regulatory requirements and making strategic use of market risk information.

CRD Net Stable Funding Ratio

CRD Net Stable Funding Ratio defines a structural liquidity metric to promote stable funding structures and reduce liquidity transformation risks in EU financial institutions. As a leading consulting firm, we develop tailored RegTech solutions for intelligent Available Stable Funding optimization, automated Required Stable Funding calculation, and predictive NSFR management with full IP protection.

CRD Operational Risk

Identify, assess, and manage operational risks under CRR Art. 312§324 and CRD systematically. We guide your institution through selecting the right measurement approach — from the basic indicator approach and standardised approach to the SMA transition under Basel III — and implement OpRisk frameworks with loss databases, RCSA processes, and KRI systems.

CRD Outsourcing

CRD outsourcing establishes the strategic foundation for modern banking outsourcing management and defines comprehensive third-party risk management systems, service provider monitoring, and outsourcing procedures for financial institutions. As a leading consulting firm, we develop tailored RegTech solutions for intelligent outsourcing orchestration, automated outsourcing management systems, and predictive third-party excellence with full IP protection.

CRD Passporting

CRD Passporting establishes the strategic foundation for modern EU Banking Passport operations and defines comprehensive cross-border services, branch systems and international regulatory coordination for financial institutions. As a leading consulting firm, we develop tailored RegTech solutions for intelligent passporting orchestration, automated cross-border compliance systems and predictive EU banking excellence with full IP protection.

CRD Pillar 1

Pillar 1 of the Capital Requirements Regulation (CRR) defines the minimum capital requirements for EU credit institutions: 4.5% CET1, 6% Tier 1 capital, and 8% total capital ratio relative to risk-weighted assets (RWA). ADVISORI supports banks with compliant RWA calculation, choosing between the credit risk standardised approach and the IRB approach, and ongoing capital planning.

CRD Pillar 2

CRD Pillar 2 defines supervisory review procedures and internal capital adequacy assessments for EU financial institutions. As a leading consulting firm, we develop tailored RegTech solutions for ICAAP automation, SREP optimisation and intelligent supervisory dialogue with full IP protection.

CRD Pillar 3

CRD Pillar 3 defines comprehensive disclosure requirements and transparency obligations for EU financial institutions to strengthen market discipline. As a leading consulting firm, we develop tailored RegTech solutions for automated disclosure processes, intelligent transparency management, and fully automated compliance monitoring with complete IP protection.

Frequently Asked Questions about CRD Advanced Approach

How does the CRD Advanced Approach transform traditional risk measurement and what strategic advantages does it create for financial institutions of the future?

The CRD Advanced Approach represents a fundamental change in risk measurement that goes far beyond traditional compliance approaches. These most advanced available methods transform risk management from a reactive compliance function into a proactive, strategic value creation instrument that generates sustainable competitive advantages and operational excellence. Advanced Technology Integration: Advanced Approaches utilize technologies such as machine learning, artificial intelligence and real-time analytics to develop sophisticated risk models that far surpass traditional statistical approaches. Integration of alternative data sources such as satellite data, IoT sensors, social media analytics and blockchain-based transaction data enables entirely new dimensions of risk detection and assessment. Quantum computing approaches for complex optimization problems and scenario simulations create previously unattainable computing capacities for risk management. Cloud-based architectures enable real-time processing of enormous data volumes and dynamic scaling based on market conditions. Strategic Business Transformation: Maximum capital efficiency: Advanced Approaches can reduce regulatory capital requirements by up to sixty percent, enabling significant capital release for growth investments.

What specific implementation steps and timelines are required for a successful CRD Advanced Approach transformation?

The transformation to CRD Advanced Approaches is a complex, multi-year process that requires strategic planning, technical excellence and organizational change. ADVISORI has developed a proven implementation methodology that minimizes risks, generates quick wins and ensures sustainable transformation. Phase 1: Strategic Assessment and Foundation (Months 1–6): Comprehensive Current State Analysis: Detailed assessment of the existing model landscape, data quality, IT infrastructure and organizational capabilities. Strategic Roadmap Development: Development of a multi-year transformation strategy with clear milestones, business cases and ROI projections. Technology Architecture Design: Design of future-ready IT architectures with cloud integration, API strategies and scaling concepts. Regulatory Strategy: Development of a supervisory communication strategy and preparation of regulatory approval procedures. Phase 2: Infrastructure and Data Foundation (Months 4–12): Data Lake Implementation: Construction of modern data architectures with integration of alternative data sources and real-time processing capabilities. Cloud Migration Strategy: Gradual migration to cloud-based architectures with a focus on security, compliance and performance. MLOps Pipeline Development: Implementation of automated machine learning pipelines for model development, testing and deployment.

Success Stories

Discover how we support companies in their digital transformation

Digitalization in Steel Trading

Steel trading company from Germany

Digital Transformation in Steel Trading

Case Study

Results

Over 2 billion euros in annual revenue through digital channels
More than half of revenue through online channels as a strategic goal
Improved customer satisfaction through automated processes

AI-Powered Manufacturing Optimization

Industrial group from Germany

Smart Manufacturing Solutions for Maximum Value Creation

Case Study

Results

Significant increase in production performance
Reduction of downtime and production costs
Improved sustainability through more efficient resource utilization

AI Automation in Production

Automation specialist from Germany

Intelligent Networking for Future-Proof Production Systems

Case Study

Results

Improved production speed and flexibility
Reduced manufacturing costs through more efficient resource utilization
Increased customer satisfaction through personalized products

Generative AI in Manufacturing

Technology group from Germany

AI Process Optimization for Improved Production Efficiency

Case Study

Results

Reduction of AI application implementation time to just a few weeks
Improvement in product quality through early defect detection
Increased manufacturing efficiency through reduced downtime

Let's

Work Together!

Is your organization ready for the next step into the digital future? Contact us for a personal consultation.

Your strategic success starts here

Our clients trust our expertise in digital transformation, compliance, and risk management

Ready for the next step?

Schedule a strategic consultation with our experts now

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Desired business outcomes and ROI expectations
Current compliance and risk situation
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