How Coustra works.

Coustra's AI doesn't just describe the market — it publishes research with a verdict: going long, going short, or standing aside, and whether the moment is act now or wait.

The research runs in three lanes — Macro (rates, FX and geopolitics), Innovation (frontier tech), and Volatility (shorts, spikes, dislocations) — and covers single stocks as well as the market as a whole. A view you can follow, question, and judge over time, instead of a black box that only ever shows its highlights.

Every research report opens in plain English before any jargon:

• The idea — what the AI thinks, in one readable paragraph.
• Why now, and what could break it — side by side.
• The advanced work-up — pros and cons, what to monitor, hedge ideas, and a summary with the risks to watch.

And on any single stock, the AI Analysis states a bull case and a bear case with an overall sentiment and a confidence score — so you see the strongest version of both sides, not just the one you hoped for.

Most AI research only ever says buy. Coustra's verdicts include going short and standing aside — and "wait, entry not ready yet" is a first-class answer, not a footnote.

Every stock analysis carries its bear case next to its bull case, and every claim in a briefing or report links back to a source. If a view changes, you can step back through the earlier takes and see how the read evolved.

Coustra runs on real market data: US equities data — prices, fundamentals, earnings, analyst ratings, news — from Financial Modeling Prep, and institutional flow — the options tape, dark-pool prints, open-interest changes, congressional and insider disclosures — from Unusual Whales.

On top of the numbers, the AI reads the world — web research and the day's reporting — so its briefings and analyses are grounded in what's actually happening, not just price.

Coustra is model-agnostic. It routes simpler questions to fast, efficient models and reserves the most capable models for deep, agentic work — research, analysis, and decisions.

The goal is the right tool for each job: quick where quick is fine, careful where it counts.

Two hard lines, on purpose:

• We analyze and explain; we never execute trades. Coustra is an intelligence product, not a broker.
• We inform and educate; we never give personalized investment advice.

If we can't explain something clearly, we don't publish it.