Data & Analytics

Builds default probability and recovery rate models with industry data, structural analysis, and loss-given-default estimation. Use when modeling credit losses, estimating recovery values, or analyzing default scenarios.

Builds recovery waterfall models with absolute priority, secured vs unsecured claims, and plan of reorganization distribution analysis. Use when modeling bankruptcy recoveries, analyzing claim priorities, or estimating creditor distributions.

Builds carry waterfall models with preferred return hurdles, catch-up provisions, and clawback mechanics across deal-by-deal and whole-fund structures. Use when modeling carry economics, comparing waterfall structures, or analyzing GP incentive alignment.

Maps between clinical terminologies (ICD-10, SNOMED CT, LOINC, RxNorm) with semantic equivalence validation. Use when mapping medical codes, converting between terminologies, or validating code mappings.

Structures population health analysis with risk stratification and care gap identification. Use when analyzing population health, stratifying patient risk, or identifying care gaps.

Structures health data governance programs with stewardship roles, policies, and data quality standards. Use when establishing data governance, defining data stewardship, or managing data policies.

Applies GCP/ICH principles to clinical research operations with compliance monitoring. Use when ensuring GCP compliance, training on ICH guidelines, or auditing research practices.

Structures counterparty credit risk assessment with exposure calculation and mitigation monitoring. Use when assessing counterparty risk, calculating potential future exposure, or managing collateral.

Structures MSK imaging interpretation with fracture classification and joint assessment protocols. Use when reading MSK imaging, classifying fractures, or documenting orthopedic findings.

Structures cytology interpretation with Bethesda system for cervical and other body site classifications. Use when reading cytology, applying Bethesda classifications, or documenting cytologic findings.

Drafts stipulated ESI protocols for federal e-discovery. Produces court-ready agreements governing preservation, collection, processing, review, and production of electronically stored information under FRCP Rules 26, 34, 37 and Sedona Principles. Trigger when formalizing ESI procedures between parties during the discovery phase.

Generates a structured log and strategic summary of opposing-party document productions in U.S. litigation discovery. Categorizes by type, date, custodian, and relevance; flags hot documents; tracks privilege assertions per FRCP 26(b)(5); identifies production gaps. Use when organizing voluminous productions, surfacing critical evidence, assessing completeness, or supporting meet-and-confer and motion to compel decisions.

Structures observational study designs (cohort, case-control, cross-sectional) with bias mitigation strategies. Use when designing observational research, mitigating bias, or planning epidemiologic studies.

Runs Monte Carlo simulations for portfolio analysis with return distribution, tail risk, and path-dependent scenario evaluation. Use when running portfolio simulations, estimating tail risk, or analyzing return distributions.

Analyzes health disparities with demographic stratification and equity-focused intervention planning. Use when analyzing health disparities, assessing equity, or designing health equity interventions.

Constructs fund-level performance reporting with IRR, MOIC, DPI, RVPI, PME, and vintage year benchmarking. Use when building fund reports, calculating performance metrics, or preparing LP reporting packages.

Constructs DCF, comparable company, and precedent transaction valuation models with sensitivity analysis. Use when valuing public companies, building financial models, or estimating fair value ranges.

Structures vital records analysis with birth, death, and demographic trend reporting. Use when analyzing vital statistics, interpreting mortality data, or reporting demographic trends.

Maps social determinants affecting health outcomes with intervention strategy development. Use when analyzing SDOH, mapping community resources, or designing social health interventions.

Evaluates local currency government and corporate bond markets with yield analysis, inflation dynamics, and FX carry assessment. Use when analyzing local currency debt, evaluating EM bond opportunities, or assessing carry strategies.

Evaluates TIPS and inflation-linked securities with breakeven analysis and real yield assessment. Use when analyzing inflation bonds, calculating breakeven inflation, or evaluating real return.

Structures capital flow analysis with BOP interpretation, hot money tracking, and flow dynamics assessment. Use when analyzing capital flows, interpreting BOP data, or tracking cross-border investment.

Structures geopolitical risk assessment with scenario planning, market impact analysis, and portfolio implications. Use when analyzing geopolitical events, assessing political risk, or evaluating conflict scenarios.

Evaluates factor timing strategies with macro regime indicators, valuation spreads, and momentum signals for factor rotation. Use when analyzing factor timing, evaluating rotation signals, or designing tactical factor allocation.