Track Record - Validation & Compliance
Independent Challenge. Stronger Control.
Selected achievements across independent validation, benchmarking, documentation, remediation and enterprise model governance.
Independent Model Validation
Mandate
Independently assess valuation models across methodology, assumptions, implementation and control effectiveness.
Delivery
Challenged model design and implementation, built independent benchmarks, assessed limitations and controls, and documented remediation actions.
Outcome
Delivered governance-ready findings to senior committees and strengthened validation evidence, oversight and remediation.
Initial Margin Validation & Benchmarking
Mandate
Validate and strengthen a portfolio of Initial Margin models under FRTB IMA.
Delivery
Worked across 20+ models, challenging methodology and calibration and building independent replication and benchmarking frameworks.
Outcome
Strengthened backtesting, certification and model-approval readiness across the portfolio.
IPV & Benchmarking
Mandate
Resolve material differences between internal pricing models and industry benchmarks across prices, Greeks and stressed market conditions.
Delivery
Benchmarked pricing and sensitivities across deep ITM/OTM, short- and long-dated options and stressed volatility scenarios. Isolated methodology and implementation differences, then implemented targeted remediation and validation fixes, using AI-assisted engineering where appropriate.
Outcome
Reduced pricing differences to a few basis points in most cases, improved Greeks and sensitivity behaviour, and strengthened model stability across strikes, maturities and stressed volatility conditions.
Governance-Ready Documentation & Remediation
Mandate
Translate technical model findings into clear decisions, limitations and remediation actions.
Delivery
Produced validation and governance documentation linking methodology, testing evidence, identified weaknesses, limitations and required remediation.
Outcome
Strengthened the audit trail from technical challenge through senior review, remediation and model approval. Documentation and remediation were material elements across both validation and front-office model work.
Enterprise Model Governance
Mandate
Extend model-risk governance across a large and diverse population of models and quantitative tools.
Delivery
Led structured challenge across 4,000+ models and tools, expanding classification, materiality and risk-rating methodologies and integrating inventory and lifecycle controls.
Outcome
Strengthened enterprise model-risk governance and auditability while supporting remediation of a major supervisory finding.
Model Governance Embedded in Development
Mandate
Build governance into a new pricing framework from inception rather than add controls after implementation.
Delivery
Established model inventory, risk rating, benchmarking, lifecycle controls and validation-ready documentation alongside model development.
Outcome
Created a pricing framework with governance, validation and control requirements embedded directly into the delivery lifecycle.
Selected Outcomes
- 30+ models independently validated
- Pricing differences reduced to a few basis points in most benchmarked cases
- Governance-ready findings and remediation presented to senior decision-makers
- Lifecycle controls strengthened across 4,000+ models and quantitative tools