I study businesses, financial statements, and special situations to uncover what is actually happening beneath the headline numbers.
Strip away the spreadsheets and screen time, and professional earnings analysis collapses into five sequential questions. Each one builds on the last: skipping one usually leads to the kind of misreading that catches retail investors off guard.
Start with revenue, but do not stop there. Separate organic growth from acquisitions, volume from price, and the strong segments from the weak ones.
Read gross, EBITDA, operating, and net margins across several quarters. Then test EPS for one-offs, tax effects, buybacks, and accounting changes.
Compare net profit with operating cash flow and free cash flow over eight to twelve quarters. Watch receivables, inventory, and payables for the gap between reported profit and reality.
Read the commentary for demand, pricing, capex, hiring, costs, and risks. Compare the tone with last quarter; softening language can arrive before a formal cut.
A good quarter can still disappoint if the price assumed something better. Judge the result against the growth, margin, and cash story already embedded in expectations.
Growth → Profitability → Cash → Guidance → Valuation. The Numbers Lab supports each report with the bridge behind the headline.
Independent forensic investigations into real companies, operating models, and capital structures.
"How does a jewellery retailer generate 34%+ ROCE while carrying thousands of crores worth of precious metals on its showroom floors?"
A deep forensic teardown of Titan's Gold Metal Loan (GML) leasing mechanism and the Golden Harvest consumer advance program. How lease accounting and franchise capital expenditure convert a capital-intensive commodity business into a high-spread cash engine.
"Why does Radhakishan Damani insist on buying land for stores instead of leasing like every other modern retailer in the world?"
Analyzing how real estate freehold ownership permanently insulates D-Mart from lease escalation, enabling an 8.4% operating cost structure. Combined with 8-day supplier payments, D-Mart extracts supplier cash discounts that feed the lowest retail shelf prices in India.
A headline number is an observation; a bridge is an explanation. Explore three real financial forensic bridges below to see how accounting figures decompose into operating reality.
Deconstructing headline +24.0% revenue growth into operational drivers
Healthy growth: 14% out of the 24% expansion is genuine volume expansion rather than opportunistic price hikes. The company gained actual shelf-space and market share.
I'm Lakshay Sharma. I have co-founded two startups, built a finance society of more than 1,000 people and even worked on a defence tech project.
I also achieved Gold level in Asia in the WorldQuant Brain competition, deepening my interest in systematic thinking, markets, and financial research.
I am now building my journey in finance, studying businesses,and capital allocation.
