We offer specialized, data-driven valuation models designed to withstand rigorous regulatory and auditor scrutiny across four core pillars:

Our team utilizes advanced quantitative modeling, including option pricing models and Monte Carlo simulations, to value instruments with layered interests and complex payoffs.

• Valuation of share options, convertible bonds, swaps, and convertible preference shares.

• Extensive coverage of futures, forwards, call and put options, and financial guarantees.

• Assessment of structured deposits, accumulators, decumulators, equity-linked instruments, and real options.

• Valuation of employee share options, stock warrants, and investments in key man insurance.

We provide robust, auditor-ready ECL models that move beyond simplistic presumptions by applying deep statistical analysis and forward-looking market insights.

• Full ECL assessments, including forward-looking factor assessment, collective loan assessment, and internal rating models.

• Thought leadership in jump-diffusion-based ECL and structured credit analysis.

• Rigorous justification of probability of default (PD) and loss given default (LGD) rates, utilizing empirical research from credit agencies and / or widely accpeted financial data provider.

• Integration of precise macroeconomic factors—such as inflation, fiscal policy, employment levels, and national income—to formulate reliable forward adjustment factors.

• Project Benefit Obligation (PBO).

• Advanced actuarial modeling that explicitly accounts for non-zero layoff rates and mortality rates, aligning with Government census statistics.

• Customized estimation programs tailored for differences in age, gender, and years of service to avoid distorting employee loyalty factors.

• Comprehensive disclosure support, remeasurement, roll-forwards, sensitivity analysis, and seamless auditor liaison.

We deliver highly defensible mark-to-market and fair value reporting for Asia-focused investment funds, family offices, and financial institutions.

• Portfolio investment valuation under IFRS 9.

• Valuation of a wide range of assets, including traditional financial assets, crypto contracts, and pre-IPO investments.

• Expertise in assessing private bonds characterized by limited trading activity, conversion features, tranches, collateral, or guarantees.

ESO is usually priced by using a lattice-based model, which takes into account expected changes in various parameters over an option’s life, thereby producing a more accurate estimate of option prices than created by models that consider only one point in time. If it also common for companies planning for IPO to issue stock options to motivate their contributors. We also pay special attention to the major variables: