Tag
#forecasting
11 articles
- Research Workflow
Building a Financial Model from Primary Sources
Build a model from the filings themselves: pull the reported statements, read the notes, rebuild the history, then drive it with segment and KPI assumptions.
- AI & Finance
Financial Modelling with AI: What It Does and What Stays Human
AI speeds up the mechanical parts of financial modelling (gathering inputs, spreading history, checking consistency, drafting), while assumptions, judgement, and the forecast stay with you.
- Research Workflow
Forecasting Using Management Guidance
To forecast with management guidance, read the band and the hedge, discount it by how reliably that management has hit past guidance, and combine it with your own driver work instead of copying the number.
- Research Workflow
How Analysts Forecast Revenue Before Earnings
Analysts forecast revenue by breaking it into drivers like price and volume, anchoring each driver to management guidance and observable signals, then building a range rather than a single number.
- Research Workflow
Revenue Mapping Explained: The First Thing Institutional Investors Do
Revenue mapping breaks a company's single topline into segments, then into the drivers of each segment, so you can see where profit actually sits versus where revenue sits.
- AI & Finance
Why Deterministic Forecasting Beats LLM Guesses
A forecast used for capital must be reproducible and auditable. A language model's free-form guess is neither, which is why serious forecasts come from an explicit method, not a prompt.
- AI & Finance
Can AI Predict Company Earnings? Separating Hype From Reality
AI can read filings and model earnings faster than any human, but it cannot see the future. Here is what the technology genuinely does, and where its limits are hard.
- Education
How to Forecast Bank Earnings: A Practical Framework
A step-by-step framework for forecasting a bank's earnings: project loan and deposit growth, apply margin for net interest income, then subtract costs and credit provisions.
- Company
How to Forecast HDFC Bank Earnings: A Framework
A step-by-step framework for building a large bank earnings forecast, using HDFC Bank as a worked example: growth, NIM, fees, costs and credit.
- Education
Indian Banks NIM Forecasting Guide: How Net Interest Margin Moves
Net interest margin is what a bank earns on loans minus what it pays on deposits. Here is how the RBI rate cycle, deposit lags, and CASA mix move it.
- Methodology
Management Guidance: What It Is and Why Analysts Track Every Word
Management guidance is the forward-looking view a company's leaders give on growth, margins and demand. Analysts track its revisions as a leading signal.