finance-investment

Structures CVA, DVA, FVA, and KVA calculation with methodology selection and counterparty exposure modeling. Use when calculating XVA, pricing counterparty credit risk, or analyzing funding valuation adjustments.

Calculates bond pricing with duration, convexity, OAS, and Z-spread analysis. Use when pricing bonds, calculating risk metrics, or evaluating relative value.

Builds cap table models with round-by-round dilution, option pool, and exit waterfall analysis. Use when modeling cap tables, calculating ownership dilution, or projecting exit proceeds.

Deconstructs gross, operating, and net margin trends with driver attribution and normalization. Use when analyzing profitability, attributing margin changes, or benchmarking margins.

Builds PE return models with entry/exit multiples, leverage analysis, and value creation attribution. Use when modeling PE returns, calculating IRR/MOIC, or attributing value creation drivers.

Builds bottom-up revenue models from segment-level drivers with assumption documentation. Use when forecasting revenue, modeling growth drivers, or building segment-level projections.

Builds SOTP valuations for conglomerates and multi-segment companies with segment-appropriate methodologies. Use when valuing diversified companies, calculating conglomerate discounts, or modeling segment breakups.

Creates board presentation materials with strategic analysis, financial performance, and transaction recommendations. Use when preparing board decks, creating governance presentations, or summarizing strategic options.

Structures credit derivative pricing with hazard rate calibration and default probability estimation. Use when pricing CDS, calculating credit spreads, or modeling default risk.

Structures equity option pricing with Black-Scholes, binomial models, and implied volatility analysis. Use when pricing options, calculating Greeks, or analyzing implied volatility.

Structures interest rate swap, cap, floor, and swaption pricing with curve construction and valuation. Use when pricing IR derivatives, building yield curves, or valuing swap portfolios.

Compares multiple data sources to produce reconciliation reports with break identification and aging analysis. Use when reconciling accounts, identifying breaks, or performing bank reconciliations.

Evaluates customer identification and verification documentation against CIP/CDD/EDD requirements. Use when reviewing KYC files, validating customer identification, or assessing customer risk.

Structures ESG scoring methodology with environmental, social, and governance pillar assessment. Use when scoring ESG, evaluating sustainability, or building ESG frameworks.

Applies quantitative and qualitative screens to filter investable equity universe by financial and strategic criteria. Use when screening stocks, filtering investment candidates, or building watchlists.

Designs acquisition financing structures with leverage analysis, covenant negotiation, and capital structure optimization. Use when structuring deal financing, analyzing debt capacity, or negotiating loan terms.

Transforms earnings call transcripts into structured summaries with financial guidance, KPI changes, management sentiment, and analyst Q&A highlights. Use when processing quarterly earnings calls, preparing investment research, or tracking company performance narratives.

Analyzes 10-K/10-Q filings to extract key metrics, identify trends, and create structured YoY comparisons. Use when analyzing SEC filings, comparing financial statements, or tracking company financial trends.

Monitors sell-side consensus estimates with revision tracking and surprise analysis. Use when tracking estimate revisions, analyzing consensus changes, or monitoring analyst expectations.

Monitors regulatory developments with impact assessment, gap analysis, and implementation timeline planning. Use when tracking regulatory changes, assessing compliance gaps, or planning implementation.

Monitors sector performance rotation with factor exposure and macro sensitivity analysis. Use when tracking sector rotation, analyzing factor exposures, or identifying sector trends.

Structures investment banking engagement terms with scope, fees, indemnification, and tail provisions. Use when drafting engagement letters, negotiating fee structures, or documenting advisory mandates.

Creates structured equity research notes with thesis, valuation, risks, and rating justification. Use when initiating coverage, updating research opinions, or writing investment notes.

Creates IC presentation materials with deal thesis, risk analysis, and recommendation structure. Use when preparing IC memos, presenting deal opportunities, or documenting investment decisions.

Formulates structured bull/bear investment theses with variant perception and key risk identification. Use when developing investment theses, articulating variant views, or structuring bull/bear arguments.