Developed proprietary fundamental analysis framework

Hi, i’m a stock futures trader…this is nothing of promotional in nature, but i’m writing my views and of materialistic research advancements in fundamental analysis with A.I. So, with my observations and experience I developed a framework that analyses stocks/sectors within minutes. Its basically set of rules i developed with my observations and when i give chatgpt/claude my framework, then i produces amazing analysis about the NEWS/FILING/STATEMENT or whatsoever that i related to markets…it analyses on which fundamental factor(revenue? margin? guidance? pricing power? overall positive /negative on various parameters) the news or information has potential to impact fundamentally. it doesnt give buy/sell signals at all, but gives fundamentally positive/negativity

Just drop a news piece/ filing or statement or any news article…i ll post response here…will be very interesting.

Gensol Engineering Ltd

bro…provide an info/filing/statement , then framework will analyze and produce impact on fundamentals, this is a news or statement analyzing framework…

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This is pretty interesting!

Just curious, do you have any example where your framework picked up something that a basic ChatGPT/Claude fundamental analysis might have missed? Would be interesting to see what part of the framework made the difference.

Also, if you don’t mind sharing, could you drop the framework/prompt you’re using? Would love to test around with it. As a layman when it comes to fundamental analysis, so it’d be helpful to learn from it.

Bro, whoever changed headline from GROUND BREAKING FUNDAMENTAL ANALYSIS FRAMEWORK… to**Developed proprietary fundamental analysis framework …IM NOT SELLING ANYTHING TO CALL IT PROPRIETARY…just sharing thoughts here…
**
@Selvaraj_Prabhakar chatgpt, claude responses has limitations because, it depends on WHAT YOU ASK… but my framework does citations and reasons MANY FACOTRS, WHICH WE MIGHT MISS IN HURRY…so that u get whole picture than just a headline…

I pasted this link FSSAI initiates legal action against Nestlé India over baby nutrition products - CNBC TV18 to claude and attached my framework… then it reasoned like this.. THIS NEWS WAS TRENDING FROM YESTERDAY

Nestlé India — FSSAI Infant-Nutrition Action Fundamental Impact Analysis.pdf (274.4 KB)

Pasting new news article on tata steel and the result is here

Tata Steel — ₹2,970 Crore SDF Interim Order Fundamental Impact Analysis (1).pdf (250.5 KB)

**YES BANK NEWS ANALYSIS THROUGH MY FRAMEWORK

Subject:** the Supreme Court judgment of 15 October 2026 upholding the Bombay High Court’s quashing of Yes Bank’s ₹8,415 crore AT1 bond write-off (hereafter “the judgment”). Final, delivered, not appealable further. Yes Bank vs Axis Trusteeship, Justices Dipankar Datta and Augustine George Masih, judgment reserved 20 May 2026.

Date: Friday, 16 October 2026, 08:25 IST — pre-market.

Timing matters here, unusually: this landed during live trading on Thursday. Yes Bank opened ₹21.25, hit ₹21.38, collapsed to an intraday low of ₹16.96 (−20%, a new 52-week low) and closed at ₹18.12, down 14.53% from ₹21.20 — its steepest single-day fall since July 2020. So one session has already traded it. And Yes Bank’s Q2 FY27 board meeting is tomorrow, 17 October.

Scope: DIRECT on Yes Bank, with a genuine SYSTEMIC tail I’ll treat separately.


What actually got decided — read this before the numbers

The Court answered two questions, both in the negative: whether the administrator could write down the AT1 bonds without a specific provision in the reconstruction scheme, and whether the decision complied with the RBI’s Master Circular and the bonds’ information memoranda. Consequently, “the administrator could not have taken a policy decision to write off the bonds on March 14.”

The bondholders’ winning argument is the part that matters for everyone else. They argued the write-off breached the hierarchy of claims — equity shareholders retained residual value while AT1 holders were extinguished entirely. A court has now accepted that. That principle doesn’t stay inside Yes Bank.

Appeals by Yes Bank, the RBI and the Centre were all dismissed. That is three sovereign-adjacent parties losing simultaneously, which tells you something about how the Court viewed the process.


Sector & value-chain checkpoints — what an AT1 bond actually is

An AT1 bond is a hybrid: a perpetual instrument that counts as regulatory capital precisely because it can be written down when a bank hits distress. Its entire economic function is the write-down trigger. Investors accept a high coupon in exchange for that risk; the issuer gets Tier-I capital without diluting equity.

Which sets up the thing nearly everyone is getting wrong today. If the bonds are restored rather than repaid in cash, they come back as AT1 capital — a liability and a Tier-I instrument simultaneously. Anand Rathi’s analysis makes this explicit: “The bank’s Tier-I and total capital ratios, however, would remain unaffected.”

So the damage is a conversion of CET-1 into AT1, not a destruction of total capital. That is a real hit — CET-1 is the quality capital regulators and rating agencies watch — but it is not the balance-sheet hole the headline implies.

Cash repayment is the bad scenario. Restoration is survivable.


Parameters enumerated and sourced

Enumerated before classification: CET-1, Tier-I and total capital ratios, net worth, the AT1 principal, coupon arrears since March 2020, accounting treatment and recognition period, future AT1 issuance cost, deposit and funding cost, credit rating, loan growth capacity, Q2 FY27 disclosure, and the market-wide AT1 cost of capital.

Sources: the judgment as reported 15 October; Anand Rathi’s scenario analysis; Yes Bank’s prior statements; the Centre’s submissions to the Court; NSE price data for 15 October.


PRIMARY parameters

1. CET-1 and net worth. The direct hit, and the only one with sourced numbers. Against a base net worth of ₹52,338 crore:

Scenario Net worth Change CET-1
Principal restored, no coupon arrears ₹43,923 cr −16% falls from ~14%
Full compensation including arrears ₹38,833 cr −26% falls to 10%

Tier-I and total capital: unaffected on the rating agency’s read.

2. The form of the remedy. Restoration versus cash repayment is not a detail — it is the difference between a capital reshuffle and a ₹15,600 crore outflow. And nobody knows yet, because repayment and interest depend on the full judgment text, which isn’t out.


SECONDARY parameters

Coupon arrears, flowing from the remedy parameter, direction negative: six and a half years of unpaid coupons on ₹8,415 crore. The ₹15,600 crore figure circulating implies roughly ₹7,185 crore of arrears — consistent with a 9–10% AT1 coupon compounded since March 2020. This single variable is the entire gap between the 16% and 26% scenarios.

Future capital-raising cost, flowing from CET-1, direction negative: a bank at 10% CET-1 with a visible capital event behind it raises equity on worse terms.

Loan growth capacity, flowing from CET-1, direction negative and this is the real operating consequence: capital constrains the balance sheet. A 26% net-worth hit doesn’t show up as a loss line, it shows up as slower advances for two years.

Credit rating and funding cost, flowing from capital, direction negative, unquantified.

NEUTRAL: NII, fee income, asset quality, deposits, branch network, the operating franchise. Nothing about how this bank makes money changed yesterday.


Impact level

  • Revenue: NEUTRAL — no income line touched
  • Profit: UNDETERMINED (DIRECTIONALLY NEGATIVE) — PROJECTED [REMEDY FORM UNDECIDED; ARREARS UNQUANTIFIED]
  • Growth: HIGH (NEGATIVELY) — PROJECTED [CET-1 AT 10% IN THE ADVERSE CASE CONSTRAINS ADVANCES]
  • Spillover: HIGH (NEGATIVELY) — PROJECTED [~₹1 LAKH CRORE OF AT1 SITS WITH INDIAN BANKS, PER THE CENTRE’S OWN SUBMISSION]
  • Balance sheet: VERY HIGH (NEGATIVELY) — PROJECTED [16–26% OF NET WORTH]

IMPACT LEVEL: VERY HIGH (NEGATIVELY) — PROJECTED [16–26% OF A ₹52,338 CR NET WORTH], driven by balance-sheet impact / SUBJECT TO FULL JUDGMENT TEXT AND REMEDY DETERMINATION.

This is the first item in weeks where the headline number and the economic impact are in the same postcode.


Existing business

Untouched operationally. Yes Bank has spent six years rebuilding deposits, asset quality and profitability, and none of that reversed yesterday.

Pass-through test: run, and the answer is stark. There is no pass-through. A court-ordered restitution cannot be priced into loans or recovered from depositors. Unlike a cost shock, this has zero recovery mechanism. The only offset is time — spreading recognition across reporting periods, which the bank has already signalled it intends to do.


Balance sheet and accounting — where the near-term risk actually sits

Prior recognition check, and this is the live problem: Yes Bank has previously said any liability would be recorded in a future reporting period and that it “did not expect a material financial impact.”

That statement is now extremely difficult to sustain against a 16–26% net-worth range, and it gets tested tomorrow. The Q2 FY27 board meeting on 17 October is the first forced disclosure.

Three ways it can go: the bank quantifies and provides, which is painful but clearing; it discloses as a contingent liability pending the full judgment, which extends the overhang; or it repeats “not material,” which the market will not accept twice.

Tags: P&L-IMPACTING / ONE-OFF / NOT YET RECOGNISED.


Future business

Capital is the constraint on a bank’s growth, full stop. At 14% CET-1 Yes Bank had room; at 10% it doesn’t. The forward cost isn’t the ₹8,415 crore — it’s two years of foregone balance-sheet growth and an equity raise at a depressed price.

MODERATE–HIGH (NEGATIVELY) — PROJECTED.


The systemic read, which is bigger than Yes Bank

The Centre told the Court that roughly ₹1 lakh crore of AT1 bonds sit with Indian banks, and warned an adverse ruling could shake investor confidence. The Court ruled against them anyway.

Here’s the mechanism. An AT1 bond is capital because the write-down works. A court has now held that this particular write-down didn’t, on process grounds — no specific provision in the scheme, non-compliance with the Master Circular and the information memoranda. Investors will now price AT1 as an instrument whose loss-absorption is legally contestable, which means higher coupons for every issuer: SBI, Bank of Baroda, PNB, Canara, and the private banks too.

That cost lands on banks that did nothing wrong. It’s the real price of the judgment and it’s spread thin enough that no single stock prices it.

And there are winners. Kotak AMC has suspended fresh subscriptions in Kotak Medium Term Fund and Kotak Credit Risk Fund — precisely because restoration of the bonds is expected to boost those schemes’ NAVs, and they don’t want new money free-riding the mark-up. Any fund still carrying Yes Bank AT1 at zero gets a windfall. Identifying which listed AMCs hold them is the asymmetric work nobody has done yet — holdings are NOT AVAILABLE in public sources.


Realization status

Stage: final at the Supreme Court — no further appeal. But the full judgment text is not out, and repayment and interest depend on it.

Tags: REMOVES OVERHANG on the legal question, which has run six and a half years and is now settled — paired with NEW OVERHANG on quantum and remedy, and a constructed SUBJECT TO FULL JUDGMENT TEXT AND REMEDY DETERMINATION, naming the actual condition pending.


Novelty

TRIGGER — and this one is unambiguous. It is the first Indian judicial determination that an AT1 write-off in a bank resolution was unlawful. It reverses a six-year-old fait accompli, binds the ₹1 lakh crore AT1 market, and establishes that equity cannot survive while AT1 is extinguished. Nothing about it is a rehash.

Lookback: write-off 14 March 2020, one day after the scheme was announced; Bombay HC quashed it 20 January 2023; SC stayed that in March 2023 and has sat on it since; judgment reserved 20 May 2026. Check-back: the stock traded for three and a half years with the HC ruling stayed and the risk live, and clearly did not price it — which is why the one-day move was 14.53%.


Demand, supply, guidance

Demand — currently NEUTRAL; no deposit or loan behaviour has changed. Projected NEGATIVELY, weakly: a capital-constrained bank lends less, visible in advances growth over FY28.

Supply — read as capital. Currently NEGATIVELY IMPACTED, confirmed: CET-1 is impaired the moment the liability is recognised. Projected NEGATIVELY, with an equity raise now more likely and on worse terms.

Guidance — the item tested is the bank’s own statement that it expected no material financial impact. As per current information: THREATENS — a 16–26% net-worth range makes that position untenable. Projected: COULD CHANGE NEGATIVELY / THREATENS, resolving tomorrow.


The call

NEGATIVE / REMOVES OVERHANG ON LIABILITY, NEW OVERHANG ON QUANTUM — PROJECTED.

Revenue and operations: neutral. Capital: VERY HIGH (NEGATIVELY). Growth: constrained. The resolving condition is single and dated: what Yes Bank says tomorrow.


Plain-language

The Supreme Court decided the administrator never had the authority to zero out ₹8,415 crore of AT1 bonds in 2020, because the reconstruction scheme didn’t provide for it and because wiping out bondholders while equity holders kept value inverted the order in which people are supposed to lose money. Because of that, the bonds come back — and the critical question nobody can answer yet is whether they come back as restored capital, which shuffles CET-1 into AT1 and leaves total capital broadly intact, or as a cash bill of up to ₹15,600 crore with six years of coupons attached, which takes 26% of net worth and drops CET-1 to 10%. What flows from that isn’t a loss line, it’s two years of slower lending and an equity raise at a bad price. The market took 14.53% out of the stock on a range that wide, which is neither obviously too much nor obviously enough. And the part that doesn’t show up in Yes Bank’s numbers at all: every Indian bank’s AT1 just became a more expensive instrument to issue, because the write-down everyone assumed was automatic turns out to be litigable.


Based on: judgment delivered during live trading on 15 October with one full session already completed at −14.53% and a new 52-week low of ₹16.96; a genuine trigger with no precedent in Indian banking; a quantified but wide range of 16–26% of net worth with the remedy form undetermined and the full judgment text unpublished; the bank’s prior “no material impact” guidance now untenable;