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Research library

Every question, in one place.

Browse 381 evidence-led articles. This compact index is designed for readers—and gives search engines a direct, canonical path to every published page.

Research Workflow

42 articles
  1. An Investment Risk Register for Indian Equity Portfolios (Free Template)
  2. Build vs Buy: How a New Investment Firm Should Set Up Its Research Stack
  3. How to Set Up an Equity Research Desk in India: A 90-Day Blueprint
  4. A Rule-Based Investment Committee Framework for Indian PMS, AIF and Family Offices
  5. How to Analyse Quarterly Results: A 10-Minute Investor Checklist
  6. Company Monitoring Alerts for Indian Stocks: What Should Trigger an Analyst?
  7. Family Office Investment Monitoring in India: A Practical Operating System
  8. Portfolio Monitoring vs Portfolio Tracking: What Investment Teams Actually Need
  9. How Institutional Investors Build Financial Models
  10. Investing Then vs Now: What AI Actually Changed
  11. Profit Positive, Cash Negative: Five FY26 Cases Worth Investigating
  12. Building a Financial Model from Primary Sources
  13. Continuous Research Is the New Competitive Edge
  14. Continuous Research vs One-Time Research
  15. Detecting Management Narrative Shifts
  16. Finding Hidden Risks Before the Market Does
  17. Forecasting Using Management Guidance
  18. How Analysts Forecast Revenue Before Earnings
  19. How Hedge Funds Actually Research Companies
  20. How Professional Investors Actually Build an Investment Thesis
  21. How to Compare Companies Across 10 Years of Filings
  22. How Professionals Monitor a Portfolio of Holdings Without Drowning
  23. How to Monitor a Stock After You Buy It
  24. How to Read an Earnings Call Like an Analyst
  25. How Top Funds Prepare for Earnings Season
  26. The Institutional Equity Research Workflow, End to End
  27. Why Your Investment Thesis Should Be a Living Document
  28. KPI Tracking That Actually Matters: Pick the Two or Three That Decide the Outcome
  29. Mapping Every KPI to the Financial Statements
  30. Reading Between the Lines of an Annual Report
  31. Revenue Mapping Explained: The First Thing Institutional Investors Do
  32. Segment Analysis Explained: How to Read a Conglomerate Clearly
  33. Stock Forensics: How to Find Problems Before the Market Does
  34. The Anatomy of an Institutional Research Report
  35. The Thesis Monitoring Checklist
  36. Tracking Historical Guidance Accuracy: How to Grade Management on Their Promises
  37. What Happens Before an Investment Committee Approves a Stock
  38. What Should Trigger a Sell?
  39. Why Forensic Analysis Matters
  40. Why Most Investors Miss Thesis-Breaking Events
  41. Why One Sentence in a Filing Can Change Your Thesis
  42. Your Thesis Does Not End When You Buy

AI & Finance

43 articles
  1. AI Capex and India: Follow the Power, the Orders and the Cash
  2. Can Your Financial AI Explain Its Assumptions?
  3. Why Investment AI Needs Your Firm's Own Research
  4. AI-Powered Wealth Research in India: What Investment Teams Actually Need
  5. The Risks of AI in Investment Research: Hallucinations, Stale Data, Bias and Leakage
  6. Is AI Stock Analysis Reliable? Seven Tests Before You Trust an Answer
  7. AI for the Indian Stock Market: A Practical Research Guide
  8. AI for Mutual Fund Analysis in India: Useful Work, Dangerous Shortcuts
  9. ChatGPT and Claude for Indian Stock Analysis: A Safe Workflow
  10. Finance AI in India: What It Can Actually Do for Investors
  11. If Everyone Has AI, Who Wins?
  12. Building Trustworthy AI for Investing
  13. Revenue Segmentation Is Harder Than It Looks
  14. Structured vs Unstructured Financial Data: Why Real Analysis Needs Both
  15. Why Point-in-Time Databases Are Hard to Build
  16. Why Restatements Break Models and Backtests
  17. Why XBRL Isn't Enough for Real Financial Analysis
  18. Building an AI That Understands Financial Statements
  19. Why Every Investment Team Will Have an AI Operating System
  20. Financial Modelling with AI: What It Does and What Stays Human
  21. From Reading Documents to Asking Questions
  22. How AI Compresses a Week of Research Into an Hour
  23. Investing Before AI and After AI: How the Research Day Actually Changes
  24. Structuring Decades of Filings So an AI Can Actually Use Them
  25. The Death of Ctrl+F in Annual Reports
  26. The Death of the Static Research Report
  27. The Engineering Challenges Behind Institutional AI
  28. Why Citations Are Non-Negotiable in Financial AI
  29. Why Deterministic Forecasting Beats LLM Guesses
  30. Why Every Analyst Will Have an AI Associate
  31. Why Point-in-Time Data Matters in Research and Backtests
  32. Why Research Coverage Is Becoming Obsolete
  33. AI for Equity Research in India: A Beginner's Practical Guide
  34. The Hardest Part of AI in Finance Is Not the Model. It Is the Data.
  35. The AI Research Analyst Is Here: What Actually Works and What Is Just Marketing
  36. Can AI Predict Company Earnings? Separating Hype From Reality
  37. Can AI Actually Read a Balance Sheet? Where LLMs Break on Financial Statements
  38. GPT vs Claude vs Gemini on Company Filings: Why Model Benchmarks Mislead in Finance
  39. Why AI Investing Apps Keep Getting Indian Stocks Wrong
  40. Why ChatGPT Hallucinates Financial Numbers, and How to Catch It
  41. Why Earnings Call Transcripts Break Search, and What AI Must Do Instead
  42. Why RAG Alone Fails for Equity Research
  43. AI Will Not Replace the Analyst. It Will Replace the Grunt Work.

Education

111 articles
  1. India's Domestic-Demand Story: Check the Sales, the Stock and the Cash
  2. Oil Gets Costlier and the Rupee Weakens: How the Two Costs Combine
  3. Prices Went Up. Why Didn't Margins Improve?
  4. Rate Hikes and Liquidity Drains Are Not the Same Thing
  5. Diwali Sales Growth Does Not Always Mean More Buying
  6. Dussehra Auto Sales: Why Dispatches Are Not Customer Purchases
  7. Festive Discounts Can Lift Orders and Still Reduce Earnings
  8. Gold Sales Can Rise Even When People Buy Less Gold
  9. After Diwali: Follow the Inventory and the Cash
  10. SIF Gross vs Net Exposure: Why Long-Short Does Not Mean Low Risk
  11. E-Way Bills Grew 6%. Why a Logistics Stock Still Might Not
  12. GST Collections Rose 7.9%. Should Your Portfolio Care?
  13. Car Registrations Are Not Car Sales: How to Read VAHAN Data
  14. How to Verify an AI Stock-Research Answer in 60 Seconds
  15. How to Read a Balance Sheet: A Practical Indian Company Example
  16. ROE vs ROCE: Which Return Metric Fits Which Business?
  17. Advance Decline Ratio Explained: The A/D Line and How to Read It
  18. Average Trade Profit, Explained: Per-Trade Economics and Why Averages Mislead
  19. Best and Worst Month Analysis: What Extreme Months Reveal About Risk
  20. Bulk and Block Deals Explained: What the Data Shows and What It Hides
  21. Buy and Hold vs Strategy Returns: The Baseline Every Backtest Must Beat
  22. CAGR vs XIRR vs Absolute Returns: Which One Is Correct?
  23. Concentration Risk in Portfolios: Measuring It by Position, Sector and Factor
  24. Corporate Actions and Adjusted Prices: Why Price History Must Be Restated
  25. Correlation Matrix in Portfolios: How to Read One, and Why Correlations Rise in a Crisis
  26. Diversification: How Many Stocks Does a Portfolio Need?
  27. Downside Deviation Explained: Measuring Only the Volatility That Hurts
  28. Drawdown Recovery Analysis: Underwater Curves and the Arithmetic of Losses
  29. Factor Investing in India: What Factors Are and How They Are Measured
  30. FII and DII Flows Explained: Who They Are and What the Data Shows
  31. Free Float Market Cap Explained: Why Indices Use It
  32. Gross Profit and Loss, Explained: What Sits Between Gross and Net
  33. How Indian Stock Indices Are Constructed
  34. Index Rebalancing in India: What Changes, When and Why It Matters
  35. Insider Trading Disclosures in India: What SAST and PIT Filings Actually Show
  36. Market Breadth Indicators: A Health Check on a Rally, and Its Limits
  37. Momentum Investing in India: How It Is Practised, and Where It Hurts
  38. Nifty 50 vs Nifty 500: Coverage, Concentration and What Each Represents
  39. Portfolio Dividend Yield: How It Is Computed and What It Does Not Promise
  40. Portfolio and Backtest Metrics, Explained: The Complete Guide
  41. Portfolio P/E and P/B Ratio: How Portfolio Valuation Is Aggregated
  42. Portfolio Turnover Explained: What Drives It, and What It Costs
  43. Quant Investing in India: The State of It, Plainly
  44. Relative Rotation Graph (RRG) Explained: The Four Quadrants, RS-Ratio and RS-Momentum
  45. Relative Strength Explained: Measuring Performance Against a Benchmark
  46. Risk Adjusted Returns Explained: Why Raw Return Is Never the Whole Answer
  47. Rolling Returns Explained: Why They Beat Point-to-Point Returns
  48. Indian IT Stock Seasonality: What Historical Returns Really Show
  49. Sharpe vs Sortino vs Calmar: Which Risk-Adjusted Ratio Answers Which Question?
  50. Short-Term vs Long-Term Capital Gains in India: The Structure, Explained
  51. Tax on Portfolio Rebalancing in India: How the Cost Actually Works
  52. Total Return Index vs Price Index: Why TRI Is the Fair Comparison
  53. Upside and Downside Capture Ratio, Explained
  54. Volatility and Standard Deviation Explained: What They Really Measure
  55. What Is Alpha in Investing? Return Beyond the Benchmark, Explained
  56. What Is Beta in Investing? Sensitivity to the Market, Explained
  57. What Is CAGR? Compound Annual Growth Rate, Explained
  58. What Is the Calmar Ratio? Return Measured Against Maximum Drawdown
  59. What Is the Information Ratio? Active Return per Unit of Tracking Error
  60. What Is Maximum Drawdown? The Largest Peak to Trough Fall, Explained
  61. What Is Profit Factor? Gross Profit Over Gross Loss, Explained
  62. What Is R-Squared in Investing? How Much of a Portfolio the Benchmark Explains
  63. What Is Rule-Based Investing? Rules, Discretion, and What Rules Actually Buy You
  64. What Is the Sharpe Ratio? Excess Return per Unit of Risk, Explained
  65. What Is the Sortino Ratio? Return per Unit of Downside Risk
  66. What Is the Low Volatility Factor? The Low Vol Anomaly, Explained
  67. What Is the Momentum Factor? Lookback Windows and Crash Risk
  68. What Is the Quality Factor? Profitability, Stability and Leverage
  69. What Is the Size Factor? The Small Cap Premium and Its Caveats
  70. What Is the Value Factor? Cheapness Measures and Value Traps
  71. What Is Tracking Error? How Far a Portfolio Drifts From Its Benchmark
  72. What Is the Treynor Ratio? Excess Return per Unit of Market Risk
  73. What Is Value at Risk? VaR in Plain Language, and the Tail It Hides
  74. Win Rate in Investing: Why a High Hit Rate Can Still Lose Money
  75. How Does USD/INR Affect Your Portfolio?
  76. The 1x P/E Illusion: When One-Time Profit Distorts Valuation
  77. When Profit Outruns Sales: Four Checks Before You Celebrate
  78. The Quarter That Changes a Thesis: How One Result Can Rewrite the Story
  79. Why a Cheap Stock Can Stay Cheap: Understanding Value Traps
  80. Analysis Paralysis in the AI Era
  81. Information Overload Is the Real Edge Killer
  82. The Biggest Mistake Is Not Revisiting Your Thesis
  83. The Cost of Missing One Filing
  84. The Hidden Tax of Fragmented Research
  85. Why Conviction Fades After You Buy
  86. How to Compare Two Companies Properly: A Checklist
  87. How to Read ITC: Five Businesses, One Cash Machine
  88. Why India's Bluechips Struggle to Grow (and Why That Is Normal)
  89. The P/E Ratio Is Not Enough: Six Numbers to Read With It
  90. Reading Debt: Debt-to-Equity and Interest Coverage, Explained
  91. Dividend Yield vs Payout Ratio: How to Read a Company's Dividend
  92. EPS Explained: How Buybacks and Bonus Shares Change the Number
  93. Free Cash Flow vs Net Profit: Why Cash Is Harder to Fake
  94. How PMS Firms Research Indian Stocks
  95. How to Forecast Bank Earnings: A Practical Framework
  96. How to Read a Cash Flow Statement
  97. How to Read an Annual Report in 30 Minutes: What Actually Matters
  98. How to Read a Bank's Financials: NIM, CASA, NPA and Why ROCE Does Not Apply
  99. How to Value a Cyclical Company (and Why P/E Betrays You)
  100. How to Value NBFCs: A Guide to Indian Non-Bank Lenders
  101. Indian Banks NIM Forecasting Guide: How Net Interest Margin Moves
  102. Indian Concall Analysis: How to Read an Earnings Call, With Examples
  103. Operating Margin Explained: What It Reveals About a Business
  104. The P/E Ratio Explained: Why a Low P/E Is Not Always Cheap
  105. Promoter Holding and Pledging: What They Signal in Indian Stocks
  106. What Is an Economic Moat? Competitive Advantage, With Indian Examples
  107. EBITDA Explained: The Number Companies Love and Investors Should Question
  108. Lookahead Bias, Explained: The Silent Killer of Stock Backtests
  109. What Is ROCE? Return on Capital Employed, Explained with Indian Examples
  110. Return on Equity (ROE) Explained: Why a High Number Can Mislead
  111. Working Capital and the Cash Conversion Cycle, Explained

Company

48 articles
  1. Altys featured on ET Entrepreneur: A research operating system for Indian markets
  2. LG Electronics India Results and Business Model: What Investors Should Track
  3. Tata Motors Demerger Explained: Record Date, Ratio and What Changed
  4. Axis Bank Business Model: Deposits, NIM, Credit Cost and ROA
  5. Eternal Q1 FY27 Results: Why Revenue Grew 182% but Profit Stayed Thin
  6. HAL Order Book Explained: How ₹2.55 Lakh Crore Turns Into Revenue
  7. HCLTech Business Model: Services, Software and the AI Revenue Question
  8. Indian Hotels Business Model: Owned Hotels, Management Fees and RevPAR
  9. Mahindra & Mahindra Business Model: SUVs, Tractors and Growth Gems
  10. NTPC Business Model: Regulated Returns, Capacity and the Renewable Pivot
  11. Power Grid Business Model: How Transmission Assets Earn Regulated Returns
  12. Sun Pharma Business Model: India, the US and Specialty Medicines
  13. Jubilant Ingrevia: The Recovery Is Real but Not Complete
  14. The HDFC Bank Business Model Explained
  15. How India's Biggest Companies Make Money: Business Models Explained
  16. The ICICI Bank Business Model Explained
  17. The Infosys Business Model Explained
  18. The Nykaa Business Model Explained
  19. The Paytm Business Model Explained
  20. The Tata Motors Business Model Explained
  21. The TCS Business Model Explained
  22. The Trent Business Model Explained
  23. The Adani Ports Business Model Explained
  24. The Asian Paints Business Model Explained
  25. How Does SBI Make Money? India's Biggest Bank, Explained
  26. The Bajaj Finance Business Model Explained
  27. The Bharti Airtel Business Model Explained
  28. The Coal India Business Model Explained
  29. The DMart Business Model Explained (Avenue Supermarts)
  30. Gross vs Net Revenue: The Excise Trap in Oil Marketing Companies
  31. HDFC Bank CASA Ratio: History and What It Means
  32. The Hindustan Unilever (HUL) Business Model Explained
  33. How to Forecast HDFC Bank Earnings: A Framework
  34. The IndiGo (InterGlobe Aviation) Business Model Explained
  35. The IRCTC Business Model Explained
  36. The ITC Business Model Explained
  37. The Larsen & Toubro (L&T) Business Model Explained
  38. The Maruti Suzuki Business Model Explained
  39. The Nestle India Business Model Explained
  40. The Pidilite Business Model Explained (Fevicol and Beyond)
  41. The Reliance Industries Business Model Explained
  42. Tata Motors Revenue Model Explained
  43. The Titan Business Model Explained
  44. Trent: The Business and How Its Valuation Works
  45. The Varun Beverages Business Model Explained
  46. The Zomato (Eternal) Business Model Explained
  47. TCS Financials Explained: Revenue, Margins and Returns
  48. Infosys Financials Explained: Revenue, Margins and Returns

Comparison

43 articles
  1. Best AI Investment Research Platforms in India (2026)
  2. Bull Run vs Multibagg vs Altys: Which Indian AI Research Tool Fits You?
  3. AlphaSense vs Rogo vs Altys: Which AI Research Platform Fits an Indian Investment Team?
  4. Altys vs Atlys vs Altys.in: Which Company Are You Looking For?
  5. Kalpi vs Multibagg vs Altys: Three Different Ways to Use AI and Rules in Indian Investing
  6. Screener.in vs Tijori Finance vs Altys: Which Indian Research Tool Fits Your Workflow?
  7. Best Qualitative Stock Research Tools in India (2026): Filings, Concalls and Management Analysis
  8. Portfolio Analysis Tools in India: What Good Software Should Show
  9. Screener AI vs Altys: Company Q&A or Continuous Research System?
  10. Best NSE Stock Research Tools in India: A Workflow-Based Comparison
  11. Best Backtesting Platforms in India: A Fair Roundup
  12. Best Quant Investing Tools in India (2026): Research, Backtesting and Execution Compared
  13. Kalpi Alternatives for Deep Fundamental Research in India
  14. Quant Research Tools for PMS and AIF Desks: What Changes at Institutional Scale
  15. Rule-Based Investing Platforms Compared: The Axes That Actually Matter
  16. Stock Basket Platforms in India: How the Category Works
  17. Can a 3% Margin Business Earn 20% ROCE? Here’s the math
  18. Revenue Grew 22%. So Why Did the Stock Fall 16%?
  19. The Paint Sector's ₹100 Test: Four Financial Fingerprints
  20. AI Stock Screeners for Indian Stocks: What They Do, and How to Choose
  21. The Best Mutual Fund Research Tools in India (2026), by Who They Fit
  22. Fuzz AI vs Altys: Comparing Indian Investment Research Workflows
  23. Tickertape Alternatives for Indian Stock and Mutual Fund Analysis
  24. Tijori Stack vs Altys: Two Different AI Research Systems for India
  25. Aftermarkets for Indian Stocks: What It Does and an India-Focused Research Alternative
  26. AlphaSense in India: What It Does and India-Focused Alternatives for Equity Research
  27. Best AI Stock Research Tools in India (2026): Public, Pilot and Enterprise Options
  28. Best Investment Research Platforms for Indian Stocks (2026)
  29. The Best Fundamental Analysis Tools for Indian Stocks (2026)
  30. Bloomberg Terminal Alternatives for Indian Equity Research
  31. Morningstar Direct Alternatives for Indian Equities and Funds
  32. Multibagg Alternatives: AI Research Tools for Indian Stocks
  33. Rogo AI and Indian Markets: What to Know and the India-Focused Alternative
  34. Screener.in and Beyond: Tools for Professional-Grade Indian Equity Research
  35. Tijori Finance Alternatives for Deeper Indian Equity Research
  36. TIKR for Indian Stocks: Coverage and India-Focused Alternatives
  37. Trendlyne Alternatives for Fundamental and Institutional Research in India
  38. Airtel vs Jio: How India's Telecom Duopoly Actually Competes
  39. Asian Paints vs Berger Paints: The Duopoly, Compared
  40. HDFC Bank vs ICICI Bank: A Side by Side Look at India's Big Two
  41. Maruti Suzuki vs Tata Motors: Two Very Different Ways to Sell Cars
  42. Alternatives to Morningstar for Indian Equity Research
  43. TCS vs Infosys: A Side by Side Look at the Financials

Methodology

80 articles
  1. Global Intelligence: What World Markets Mean for India's Businesses
  2. Sector Intelligence or a Good Story? How to Test a Sector Thesis
  3. Sector Intelligence India: From Wealth-Manager Theses to Business Evidence
  4. Diwali Moves Every Year: Your Sales Comparison Should Too
  5. How to Compare SIFs in India: Look Beyond NAV Returns
  6. Quarterly vs Year-to-Date Results: How to Reconcile the Numbers
  7. The Revenue Growth Bridge: Volume, Price, Mix and Acquisitions
  8. How to Analyse a Stock in India: A Professional Research Checklist
  9. How to Analyse Auto Company Results: Volumes, Pricing, Mix and Capacity
  10. How to Analyse Bank Results: NIM, CASA, Credit Costs and Asset Quality
  11. How to Analyse Defence Company Results: Order Books, Execution and Working Capital
  12. How to Analyse Hotel Company Results: Occupancy, ARR, RevPAR and Room Mix
  13. How to Analyse IT Services Results: Growth, Margins, Deals and Headcount
  14. How to Analyse Pharma Company Results: India, US, Specialty and R&D
  15. How to Analyse Power Utility Results: Regulated Returns, Capex and Leverage
  16. How to Analyse Steel Company Results: Realisations, Costs, Capacity and the Cycle
  17. How to Analyse a Demerger: An Indian Investor’s Source-Checked Framework
  18. Investment Research Software Checklist for Indian Firms
  19. Alpha Is Discipline: Why Better Investing Is Often Boring
  20. What Is Data-Driven Investing? A Practical Framework for Indian Investors
  21. The Filing Is Late. The Footprints Arrive Every Day.
  22. Quantitative vs Qualitative Stock Research in India: Why Serious Portfolios Need Both
  23. Why India Needs Rule-Based Portfolio Governance
  24. FII and DII Ownership Changes: What Moved in Q1 FY27?
  25. How to Do Fundamental Analysis of Indian Stocks Using AI
  26. Financial Data Platforms in India: What Serious Research Requires
  27. Point-in-Time Financial Data in India: A Buyer’s Guide for Investment Teams
  28. Benchmark Selection for Portfolios: How the Wrong Benchmark Invents Alpha
  29. Building a Factor Scorecard: Turning Definitions Into a Repeatable Score
  30. Building an Exit Framework: How a Rules-Based Sell Discipline Is Designed
  31. Common Backtesting Mistakes That Make Results Look Better Than Reality
  32. Equal Weight vs Market-Cap Weight: Two Default Schemes, Two Different Portfolios
  33. Factor Crowding Explained: When Too Much Money Chases the Same Signal
  34. Factor Cyclicality and Drawdowns: Sizing for the Droughts
  35. Factor Exposure Analysis: What Your Portfolio Is Actually Exposed To
  36. How Often Should You Rebalance a Portfolio?
  37. How to Backtest a Stock Strategy in India: An End-to-End Walkthrough
  38. How to Identify Momentum Stocks: The Measurement Method
  39. How to Read a Backtest Report
  40. How to Read an RRG Chart: A Practical Method and Its Limits
  41. How to Read FII and DII Data Without Misreading the Market
  42. In-Sample vs Out-of-Sample Testing: The Minimum Honest Backtest Check
  43. An IPO Analysis Framework: How to Read a DRHP Section by Section
  44. Liquidity Constraints in Backtesting: Why a Paper Strategy Cannot Always Be Filled
  45. Monte Carlo Simulation in Investing: What It Adds and Where It Breaks
  46. Multi-Factor Investing Explained: Blending vs Integrating
  47. Portfolio Construction Basics: From an Idea List to an Actual Portfolio
  48. Portfolio Drawdown Management: Planning for Losses Before They Happen
  49. Portfolio Review Checklist: A Structure for the Periodic Review
  50. Position Sizing Methods: Equal Weight, Conviction Weight and Risk Parity
  51. Rebalancing Frequency and Backtest Results: How Often You Trade Changes What You Measure
  52. Rebalancing Methods Compared: The Mechanics of Each Approach
  53. Scenario Analysis Explained: Building Coherent Futures, Not One Forecast
  54. Sector Rotation Strategy in India: How Rotation Is Measured and Analysed
  55. Sensitivity Analysis Explained: Which Assumption Actually Moves the Answer
  56. Slippage and Impact Cost: The Gap Between the Modelled Price and the Real One
  57. Stress Testing a Portfolio: Historical and Hypothetical Shocks
  58. Survivorship Bias in Backtests: Why Today's Index Lies About the Past
  59. Systematic vs Discretionary Investing: An Honest Comparison
  60. Tracking a Model Portfolio: Model Versus Actual, Drift and Record-Keeping
  61. Transaction Costs in Backtests: Brokerage, STT, Stamp Duty and GST
  62. Walk-Forward Analysis Explained: Rolling Re-Estimation as a Stricter Test
  63. What-If Analysis in Financial Models: Structuring It So It Changes a Decision
  64. What Is Overfitting in Backtesting? Curve-Fitting, Parameters and How to Detect It
  65. Why Backtest Results Don't Repeat in Live Investing
  66. P/E Below 20 Worked for Me. Until It Didn’t.
  67. Same Score, Different Stock: What Factor Ratings Can Hide
  68. A Practical Guide to Forensic Accounting for Indian Stocks
  69. Building KPI Trees for Indian Companies
  70. Common Modelling Mistakes Analysts Make
  71. How Sell-Side Analysts Forecast Revenue
  72. Why Unit Economics Matter More Than Earnings
  73. How to Build a DCF Model for Indian SaaS Companies
  74. How to Build a Three-Statement Financial Model
  75. How to Model Asian Paints Gross Margins
  76. How to Write an Investment Memo (With a Template)
  77. A Management Guidance Database for India: What It Is and Why It Matters
  78. Management Guidance: What It Is and Why Analysts Track Every Word
  79. The Equity Research Process, Step by Step
  80. Data Quality Beats Model Quality: A Year Reading Indian Filings

Mutual Fund

14 articles
  1. Active Share Explained: How Different Is a Fund From Its Index?
  2. Expense Ratio Impact on Returns: The Arithmetic of a Recurring Fee
  3. Index Funds vs ETFs in India: Structure, Tracking and Costs
  4. PMS vs Mutual Funds vs Stock Baskets: Structure, Costs and Transparency
  5. Smart Beta Funds in India: What They Are and How to Evaluate One
  6. SPIVA India Explained: What the Scorecard Measures and How to Read It
  7. Why Active Funds Underperform Their Benchmarks
  8. Comparing Fund Manager Portfolios at Scale
  9. Finding Consensus Changes Before Earnings
  10. How Mutual Fund Analysts Compare Companies Within a Sector
  11. How Portfolio Managers Monitor 100 Companies at Once
  12. Managing Research Coverage Across Sectors
  13. Measuring Portfolio Drift: How a Portfolio Wanders From Its Mandate
  14. What Changes After Every Quarterly Result: An Analyst's Update Routine