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Research library

Every question, in one place.

Browse 398 evidence-led articles. This compact index is designed for readers—and gives search engines a direct, canonical path to every published page.

Research Workflow

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

AI & Finance

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

Education

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

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

Methodology

87 articles
  1. Altys Macro Brief: Growth Holds Up, the Fed Holds Rates
  2. Net revenue retention explained with a worked example
  3. Altys Macro Brief: Stronger Activity, Uneven Cost Pressures
  4. Constant-Currency Growth: Why Rupee and Dollar Growth Differ
  5. Same-Store Sales Growth: Is Retail Growth Just More Shops?
  6. Altys Macro Brief: Higher Inflation, Resilient Demand
  7. Global Intelligence: What World Markets Mean for India's Businesses
  8. Sector Intelligence or a Good Story? How to Test a Sector Thesis
  9. Sector Intelligence India: From Wealth-Manager Theses to Business Evidence
  10. Altys Macro Brief: Rates, Flows and India's Sector Test
  11. Diwali Moves Every Year: Your Sales Comparison Should Too
  12. How to Compare SIFs in India: Look Beyond NAV Returns
  13. H1 vs Q1 vs Q2: Quarterly and Year-to-Date Results Explained
  14. The Revenue Growth Bridge: Volume, Price, Mix and Acquisitions
  15. How to Analyse a Stock in India: A Professional Research Checklist
  16. How to Analyse Auto Company Results: Volumes, Pricing, Mix and Capacity
  17. How to Analyse Bank Results: NIM, CASA, Credit Costs and Asset Quality
  18. How to Analyse Defence Company Results: Order Books, Execution and Working Capital
  19. How to Analyse Hotel Company Results: Occupancy, ARR, RevPAR and Room Mix
  20. How to Analyse IT Services Results: Growth, Margins, Deals and Headcount
  21. How to Analyse Pharma Company Results: India, US, Specialty and R&D
  22. How to Analyse Power Utility Results: Regulated Returns, Capex and Leverage
  23. How to Analyse Steel Company Results: Realisations, Costs, Capacity and the Cycle
  24. How to Analyse a Demerger: An Indian Investor’s Source-Checked Framework
  25. Investment Research Software Checklist for Indian Firms
  26. Alpha Is Discipline: Why Better Investing Is Often Boring
  27. What Is Data-Driven Investing? A Practical Framework for Indian Investors
  28. The Filing Is Late. The Footprints Arrive Every Day.
  29. Quantitative vs Qualitative Stock Research in India: Why Serious Portfolios Need Both
  30. Why India Needs Rule-Based Portfolio Governance
  31. FII and DII Ownership Changes: What Moved in Q1 FY27?
  32. How to Do Fundamental Analysis of Indian Stocks Using AI
  33. Financial Data Platforms in India: What Serious Research Requires
  34. Point-in-Time Financial Data in India: A Buyer’s Guide for Investment Teams
  35. Benchmark Selection for Portfolios: How the Wrong Benchmark Invents Alpha
  36. Building a Factor Scorecard: Turning Definitions Into a Repeatable Score
  37. Building an Exit Framework: How a Rules-Based Sell Discipline Is Designed
  38. Common Backtesting Mistakes That Make Results Look Better Than Reality
  39. Equal Weight vs Market-Cap Weight: Two Default Schemes, Two Different Portfolios
  40. Factor Crowding Explained: When Too Much Money Chases the Same Signal
  41. Factor Cyclicality and Drawdowns: Sizing for the Droughts
  42. Factor Exposure Analysis: What Your Portfolio Is Actually Exposed To
  43. How Often Should You Rebalance a Portfolio?
  44. How to Backtest a Stock Strategy in India: An End-to-End Walkthrough
  45. How to Identify Momentum Stocks: The Measurement Method
  46. How to Read a Backtest Report
  47. How to Read an RRG Chart: A Practical Method and Its Limits
  48. How to Read FII and DII Data Without Misreading the Market
  49. In-Sample vs Out-of-Sample Testing: The Minimum Honest Backtest Check
  50. An IPO Analysis Framework: How to Read a DRHP Section by Section
  51. Liquidity Constraints in Backtesting: Why a Paper Strategy Cannot Always Be Filled
  52. Monte Carlo Simulation in Investing: What It Adds and Where It Breaks
  53. Multi-Factor Investing Explained: Blending vs Integrating
  54. Portfolio Construction Basics: From an Idea List to an Actual Portfolio
  55. Portfolio Drawdown Management: Planning for Losses Before They Happen
  56. Portfolio Review Checklist: A Structure for the Periodic Review
  57. Position Sizing Methods: Equal Weight, Conviction Weight and Risk Parity
  58. Rebalancing Frequency and Backtest Results: How Often You Trade Changes What You Measure
  59. Rebalancing Methods Compared: The Mechanics of Each Approach
  60. Scenario Analysis Explained: Building Coherent Futures, Not One Forecast
  61. Sector Rotation Strategy in India: How Rotation Is Measured and Analysed
  62. Sensitivity Analysis Explained: Which Assumption Actually Moves the Answer
  63. Slippage and Impact Cost: The Gap Between the Modelled Price and the Real One
  64. Stress Testing a Portfolio: Historical and Hypothetical Shocks
  65. Survivorship Bias in Backtests: Why Today's Index Lies About the Past
  66. Systematic vs Discretionary Investing: An Honest Comparison
  67. Tracking a Model Portfolio: Model Versus Actual, Drift and Record-Keeping
  68. Transaction Costs in Backtests: Brokerage, STT, Stamp Duty and GST
  69. Walk-Forward Analysis Explained: Rolling Re-Estimation as a Stricter Test
  70. What-If Analysis in Financial Models: Structuring It So It Changes a Decision
  71. What Is Overfitting in Backtesting? Curve-Fitting, Parameters and How to Detect It
  72. Why Backtest Results Don't Repeat in Live Investing
  73. P/E Below 20 Worked for Me. Until It Didn’t.
  74. Same Score, Different Stock: What Factor Ratings Can Hide
  75. A Practical Guide to Forensic Accounting for Indian Stocks
  76. Building KPI Trees for Indian Companies
  77. Common Modelling Mistakes Analysts Make
  78. How Sell-Side Analysts Forecast Revenue
  79. Why Unit Economics Matter More Than Earnings
  80. How to Build a DCF Model for Indian SaaS Companies
  81. How to Build a Three-Statement Financial Model
  82. How to Model Asian Paints Gross Margins
  83. How to Write an Investment Memo (With a Template)
  84. A Management Guidance Database for India: What It Is and Why It Matters
  85. Management Guidance: What It Is and Why Analysts Track Every Word
  86. The Equity Research Process, Step by Step
  87. 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