Most AI tools give you an output and ask you to trust it. We'd rather show you the work. When you type a ticker into CoreSight, here's exactly what happens in the background:
Resolving SEC CIK: Every public company has a unique identifier in the SEC database. The agent finds it first, so everything that follows pulls from the right source.
Fetching SEC filings: 10-K, 10-Q. The raw financial truth, straight from the source, not a third-party summary.
Getting market price: Live data. The analysis reflects what the stock actually costs right now, not yesterday's close.
Extracting financial statements: Income statement, balance sheet, cash flow. Structured and ready for analysis.
Computing metrics: P/E, P/S, P/FCF, margins, debt ratios. The numbers that actually tell you if a stock is priced fairly.
Searching web for context: numbers don't exist in a vacuum. The agent searches for recent news, product launches, and market developments that could affect the analysis.
Generating AI analysis: Everything gets synthesized into a valuation verdict with a bull case, bear case, and clear reasoning.
Populating spreadsheet: The output lands in a structured spreadsheet you can explore, edit, and build on.
We get very different answers depending on who we ask.
Some people are completely on board. They want the data, the analysis, the verdict, and they'll factor it in alongside everything else they know. For them, AI is just a faster, more rigorous way to get to the same place they were heading anyway.
A few months ago, we launched CoreSight here as a McKinsey-in-a-box platform for founders and operators. You showed up, gave us great feedback, and we've been building since.
This time, we're focused on a feature we've been quietly using ourselves: Analyze a stock.
CoreSight lets you now analyze any stock in seconds. We're launching the feature officially on March 24th, but you can already test the feature on our platform.
Here's what it does: you type a ticker, and a chain of AI agents gets to work in the background: pulling the latest SEC filings, grabbing the live market price, extracting financial statements, computing key ratios, searching the web for context, and generating a full valuation analysis with a clear verdict. Fairly valued, overvalued, undervalued, with the reasoning behind it.
CoreSight chains specialized AI agents to turn a stock ticker into a full institutional-grade analysis. SEC filings, live market data, financial statements, valuation verdict, analyst consensus, and a full DCF model, in seconds, not hours.
Built by ex-McKinsey & Kearney consultants who encoded the frameworks directly into the agents.
Type a ticker, get the research. Ask follow-up questions in the chat, and the agents go deeper on demand.
What if you had McKinsey‑level consulting on demand, in your browser, without the fees? Escape Velocity AI helps founders and operators structure business plans, test assumptions, and make confident decisions with the rigor of a top‑tier strategy consultant.