Warsaw turns filings, calls, prices, and agent debate into concise research briefs with evidence and validation attached.
What Warsaw does
Warsaw takes the research burden off the user. It accepts the asset, runs the paired bull and bear work underneath, and returns a clean answer in a format a fund can actually use.
ASK
The user should not need to understand the machinery. Ask for Microsoft, a mid-cap stock, or a low-cap token and let the system take it from there.
Input > company + token + market-cap lens
The product begins with the asset you care about, not with a maze of workflows, monitors, or settings.
ORCHESTRATE
Crawlers, filings, transcripts, paired bull and bear agents, and specialists work in the background. Only the material that changes the answer earns space in the brief.
Orchestrator > evidence + paired debate + specialist context
Warsaw can expose the evidence without exposing every intermediate step, trace, or panel the user does not need.
READ
Stocks and crypto resolve into the same clean format: thesis, key debate, catalyst path, and what would change the view.
Output > overview + stocks + crypto
The final answer is short enough to use, deep enough to trust, and still anchored to source material when it matters.
Source-backed brief
Hiding the system does not mean hiding the evidence. Warsaw keeps the exact excerpt, filing line, or analyst point attached whenever it changes the thesis.
Brief evidence > IAC debate thread
Source excerpt
There are multiple ways to parse it. Monthly unique users can look large on paper, but the business is still fighting for consistent engagement.
Orchestrator note
It has always been a challenge when you are not a site that has consistent traffic, even if you have brand resonance. Warsaw lifts the exact sentence that moves the debate so the final brief stays readable without losing its source trail.
Product shape
The product is intentionally narrow. Overview, Stocks, and Crypto all exist to answer the same question: what matters for this asset right now?
Overview
One calm entry point for the company, token, or cap bucket you want to understand.
Stocks
Large cap, mid cap, and low cap equities all collapse into the same thesis-first format.
Crypto
Usage, token capture, and catalysts show up without the usual dashboard noise.
FAQ
Three tabs: Overview, Stocks, and Crypto. Each route is built to return one readable brief instead of asking the user to manage the research stack.
They stay inside the system. Source gathering, paired bull and bear synthesis, validation steps, and specialist runs remain available to Warsaw without overwhelming the user-facing product.
The user sees a live progress state while Warsaw is gathering sources, drafting the debate, and publishing the final brief.
Open Warsaw
Start in Overview or jump straight into Stocks or Crypto. The product keeps the research stack under the hood and puts the answer up front.