Institutional-grade AI research systems, published so you can run them.
Alpha with AI publishes the research systems first. Each one is built for a single research job and shown end to end with the exact prompts, so you can take it to your own names the same day you read it. Then the Research Dives, where those systems work one company until there is a verdict, and the model portfolio, where the verdicts get dated and sized so you can see how they held up.
You run the prompts on day one, and the framework underneath them keeps working after the tool changes, which is the part I care about more.
Before I built any of this I managed $60 million of client money in direct equities. Everything published here comes out of that, out of the paid client work that followed, and out of what I am still learning in this line.
The AI is not here to replace your judgement as an investor. It takes the reading, the cross-checking and the number-pulling off your desk, so your hours go on the part that decides the position. Every view here is mine.
~5000 analysts and investors read Alpha with AI.
Who this is for
This is for professionals who want to move beyond basic analysis and become true Super Analysts and Super Investors:
Equity research analysts who need to process complex filings and build conviction quickly
Portfolio managers and sector specialists tracking themes and macro shifts
Consultants running deep industry analysis under tight deadlines
Serious individual investors who want repeatable systems instead of one-off ideas
Finance professionals who are enthusiastic about AI
If you are ready to transform the way you research and think, using AI as a real partner, this is for you.
What paid subscribers get
Every AI workflow edition, in full. That is the complete library, 30+ editions, with the prompts, and every new one as it publishes. Each build takes one research job from the first question to the verdict, with every prompt sitting in the piece where you can copy it.
Two to three Research Dives a month, on US-listed and other global companies, in full. The free half tells the story. The paid half holds the engine: the fine print from the filings, the scenario valuation with the method shown, and where I land.
The model portfolio, and it is a model book, labeled as one every time. Verdicts from the dives become dated entries, priced the day they publish and never backfilled. Positions are sized by weight, cash sits on its own line, and the whole book is benchmarked against the index from inception. No cherry-picking, no quiet deletions. When I am wrong you read that too.
The Valuation Model Library: the model behind every dive, updated whenever my view changes, and the verification folder each dive ships with. The workbook the numbers were built in, and the file the sources sit in, so you can take it apart and rebuild it your own way.
This is not static content. It is a research operating system that gets sharper every month.
What Professional adds
Professional is for one analyst, investor, consultant or finance professional whose company is paying through a learning and development or research budget. The invoice is issued in the company's name.
Pricing and tiers
Quality research should not depend on where you live. There are four ways into the paid editions:
Upgrade at the regular price on the subscription page
If you are based in a developing economy, write to info@shikshannivesh.com and we will try to adjust the price of Professional to your local purchasing power
Earn months of full access through the referral program
Join the Alpha with AI club premium, which includes this newsletter
The work behind the paywall is the same either way.
Paying through work?
Company invoices and annual group subscriptions are available.
For one person, choose Professional and pay through Substack with your own card or a company card. After payment, add your company’s billing details and download the invoice for reimbursement.
If several people at your firm need access, use Group so one administrator can pay and manage every seat.
If your company needs an invoice before payment, write to info@shikshannivesh.com.
About the creator
Alpha with AI is built by Shubham Borkar, founder of Shikshan Nivesh.
Mechanical engineer, MBA. I ran a ~$60M book on a broking desk, then left to rebuild research with AI. For the last two years I have been developing AI-powered research systems for analysts, funds, and founders. My goal is simple: help serious professionals master AI so they can think and work at a much higher level.
Connect with me on LinkedIn:
https://www.linkedin.com/in/shubhamsborkar/
4,900+ researchers are already building with us.
Subscribe for the workflows. Go paid for the full Research Dives and the model portfolio. If your company is paying, choose Professional.
Nothing here is investment advice. The model portfolio is a model book, not a record of real trades. Full disclaimer: ai.shikshannivesh.com/p/disclaimer
