Alpha with AI
AI-powered research for markets and consulting
Why subscribe?
Institutions spend $10,000–$200,000/year on research infrastructure: Bloomberg terminals, analyst subscriptions, proprietary models, specialized databases.
Alpha with AI gives you the same capabilities through AI workflows. For free.
Every workflow published here started as paid client work. When analysts, fund managers, or consultants hire us to help them build or learn AI workflows for their research and consulting work, we adapt those workflows for public release.
3,500+ analysts and investors are now reading and using these systems.
Who is this for?
This newsletter is built for anyone doing serious financial work:
Equity research analysts breaking down filings and building models. Portfolio managers tracking sectors and macro shifts. Consultants running industry deep-dives under tight deadlines. Individual investors who refuse to settle for surface-level analysis.
If you want to research faster, think cleaner, and build systems that compound your edge over time, you’re in the right place.
What you’ll learn
How to break down company filings with Claude and NotebookLM. How to run deep research workflows with Perplexity that surface what others miss. How to build valuation and financial models using AI as your co-pilot. How to structure your notes, prompts, and analysis like an institution. How to combine AI with real research experience to improve conviction.
Each workflow is practical, tested, and designed to replace hours of manual work.
The mission
Retail investors pay for research. Institutions build research.
AI just made the switch possible.
Alpha with AI exists to prove that institutional-grade research capabilities can be democratized, one workflow at a time. We’re not selling courses or gated content. We’re building in public and giving away workflows that clients pay for, betting that free, high-quality tools create something more valuable than subscriptions ever could.
About Shikshan Nivesh
Alpha with AI is an initiative by Shikshan Nivesh, a financial education platform simplifying markets, money, and investing for everyone.
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