JCapRisk
Specialist risk and capital consulting
JCapRisk supports banks, insurers and other regulated financial institutions with defined projects in quantitative models, capital, risk governance and AI-enabled technology.
Dr. Jasmin Šahbegović leads the engagement. Specialist expertise and delivery responsibilities are agreed for each assignment.
Where we can help
Quantitative Models & Model Lifecycle
Development, calibration, validation support, monitoring and remediation across credit, operational, market and other risk models - aligned with governance and regulatory requirements, with tailored AI agents where useful.
Stress Testing & Capital
Stress testing, ICAAP, risk appetite and capital analysis that support management decisions.
Risk Governance, Processes & Controls
Defined improvements to financial and non-financial-risk processes, responsibilities and controls, including regulatory compliance and evidence.
AI, Data & Risk Technology
AI-enabled solutions for complete or selected governance, risk and control frameworks, including regulatory compliance, connected to data, workflows, controls and decision support.
AI can be embedded across JCapRisk solutions. The scope is shaped around the institution's problem, governance and operating framework. Explore AI Solutions
Relevant expertise

Jasmin holds a PhD in Mathematics and has more than 15 years of experience in regulated financial institutions.
Selected areas of expertise:
- Quantitative risk models and model lifecycle across credit, operational and market risk
- Stress testing, ICAAP, risk appetite, economic and regulatory capital
- Model risk management, validation governance and regulatory remediation
- Financial and non-financial risk governance, controls and regulatory compliance
- AI, data and risk technology, including agentic quantitative workflows
- Recovery, resolution and valuation-in-resolution
Clear responsibilities
Scope, outputs and acceptance are agreed before work begins. Additional specialists support defined workstreams where needed. Documentation and knowledge transfer support the client's own team after handover.
MDS Digital AG is JCapRisk's Technology & Delivery Partner.
How delivery worksDiscuss a risk project
A brief, non-confidential outline is enough to start an initial conversation.
We can clarify the issue, the required outcome and whether JCapRisk is a suitable fit.
Dr. Jasmin Šahbegović
info@jcaprisk.chKreuzlingen, Switzerland
