Delivery

From defined scope to operating handover

JCapRisk delivers defined risk assignments from methodology to operating handover, including controlled AI delivery for quantitative model lifecycles and broader governance, risk and control workflows, including regulatory compliance.

A practical delivery approach

  1. Clarify and scope

    Establish the issue, decision need, evidence and dependencies. Agree work packages, responsibilities, client inputs, exclusions, timing, fees and acceptance criteria before work starts.

  2. Deliver and test

    Connect the required methodology, data, software, processes and controls. Where AI agents form part of the solution, they operate inside the agreed governance, regulatory compliance and decision framework rather than as an overlay. Expert judgment remains explicit. Testing, documentation and traceability support validation, audit and governance review.

  3. Transfer into operation

    Establish operating ownership, procedures and monitoring. Document decisions and limitations. Complete knowledge transfer, continuity arrangements and an agreed handover to the permanent team.

AI-enabled assignments

AI-enabled assignments follow the same principles of defined ownership, decision rights, permissions, testing, evidence, controls and human oversight. AI agents prepare and coordinate work inside the institution's governance and regulatory-compliance framework; accountable people retain decisions and approvals.

Explore AI Solutions

Time-limited workstream ownership

A Delivery Bridge can provide ownership of defined capital or risk work during recruitment, reorganization or a delivery deadline. The assignment has agreed outputs, milestones, acceptance and a handover point. Permanent hiring can continue in parallel.

Working with JCapRisk

Conflict checks, confidentiality, system access and information handling are addressed before work begins. Security requirements and permitted access apply to each contributor.

Dependencies, client responsibilities, change control and escalation are documented for the assignment. The institution retains its decisions and approvals. Development support and independent review are scoped separately where required.

Additional specialist expertise

Senior specialists support defined workstreams where additional expertise strengthens the outcome. Roles and participation are agreed after availability, conflict, security and client checks. The proposed team reflects the scope and confirmed availability.

MDS Digital AG

Technology & Delivery Partner

JCapRisk and MDS Digital collaborate on assignments where risk, capital, AI, data or governance/risk/control solutions require broader technology and implementation capabilities. In AI-enabled assignments, JCapRisk defines the risk logic, model or GRC context, decision gates and business controls; MDS can contribute the broader architecture, integration and implementation capabilities needed to operationalize the solution.

JCapRisk leads

Senior ownership of the capital, risk, quantitative methodology, regulatory, model and governance dimensions of the engagement.

  • Capital and risk methodology
  • Quantitative models
  • Regulatory and validation readiness
  • Model governance and controls
  • Risk and capital decision support
  • Senior engagement leadership

MDS Digital contributes

Complementary technology, architecture and implementation capabilities required to translate defined solutions into robust operating environments.

  • IT Consulting & Digital Transformation
  • Business Analysis & Solution Architecture
  • IT Services & Application Management

Certified quality and information-security management: ISO 9001 / ISO 27001

The delivery model, responsibilities and client interfaces are defined for each engagement. For JCapRisk-led capital and risk assignments, JCapRisk remains the accountable client interface for the JCapRisk scope, while partner responsibilities, access and deliverables are agreed transparently with the client.

Visit MDS Digital

Have a defined risk or capital issue?

Contact us with a brief outline.

Dr. Jasmin Šahbegović

Kreuzlingen, Switzerland