Use Cases

Built for how you actually research.

Whether you trade the open, build a decade-long thesis, write reports for a PM, brief a client, or run a whole desk — Reprisa reads today's market against 120+ years of history and hands back something you can use. Here's how each of them does it.

[01]Active Traders

The whole picture, before you size it.

You have charts everywhere and no shortage of tickers moving. What you don't have is context — why this name, why now, and what a comparable setup did the last time it showed up. Bells ring; the reasoning arrives late.

Click any stock and Reprisa opens a full terminal — Echo's plain-language read, a 0100 bullish meter scored from the fundamentals, an interactive chart, the latest ranked news, and any recent signals — the afternoon of tab-hopping you'd do to understand a name, on one screen. Underneath it, a daily scan of roughly 1,000 stocks surfaces two backtested setups with entry, stop, and target levels and their transparent base rates, while the alert suite — a pre-market Morning Brief, plus unusual-activity, pattern, insider, and earnings flags — taps you on the shoulder the moment a name you follow starts to move.

Trade signals and the bullish read are informational, not financial advice. Base rates are historical context across varied market regimes — not a prediction, and past performance is no guarantee of future results.

  • 01AI ticker terminal — Echo read, 0100 bullish meter, chart, news
  • 02Daily Trade Signals with entry, stop, and target levels
  • 03Signals backtested across the last decade of market data
  • 04Morning Brief, unusual-activity, pattern, insider & earnings alerts
reprisa / tickerliveAAPLApple Inc. · NASDAQ$228.42▲ +1.24% todayECHO READMomentum intact above a rising 50-day; breadth firm and theforward multiple sits inside its five-year range.BULLISH READ0 · bearishbullish · 10068/100PRICE · 1DNEWSSupplier ramps output ahead of the fall lineupSIGNALPullback to a rising 20-day MA · 4d agoEcho read · not advice

[02]Long-Term Investors

A thesis that holds up to history.

A long-horizon thesis lives or dies on whether it survives contact with the past. The question isn't what a stock did last week — it's whether today's structural setup rhymes with something that ended well, or something that didn't.

Every report scores today's conditions against 120+ years of market history, surfacing the closest structural parallels — honestly scored — and what each one did over the following 30, 90, and 365 days. When a thesis deserves more than a report, start a Deep Analysis: Echo works in the background and writes a full research document — an overall conviction rating, a rating and key points per section, and the evidence behind each call. Typed report modes prime the engine for the questions that decide a cycle — recession signals, recovery patterns, volatility regimes — while trend intelligence keeps the surrounding context in view.

Historical parallels and Deep Analysis ratings judge the setup and the strength of the evidence — context, not a forecast, and not financial advice.

  • 01120+ years of structural parallels, honestly scored
  • 0230 / 90 / 365-day outcomes on every analogue
  • 03Deep Analysis — a full research document, rated section by section
  • 04Recession, recovery, and volatility report modes
Historical parallels

[03]Research Analysts

Sourced, structured, defensible.

An analyst's output has to stand up to scrutiny — from a PM, an IC, a client. A quick take isn't enough; the work has to be structured, sourced, and defensible when someone pushes back on it.

Start a Deep Analysis and Echo works in the background to produce a complete, structured document — an overall rating, a rating and key points for every section, and the evidence behind each call — a finished brief, not a chat log. When you need an answer rather than a parallel, Investigation Mode runs open-ended research on any company, theme, or ticker on its own merits. Run at Full depth for a per-factor breakdown, export any report to a polished PDF or a shareable read-only link, and keep a body of research coherent in saved workspaces — one per thesis.

Deep Analysis ratings judge the strength of the analysis and the evidence — not a price or an outcome, and not financial advice.

  • 01Deep Analysis — overall rating, per-section ratings, key points
  • 02Investigation Mode for open-ended research on any name
  • 03Full depth, polished PDF export, and shareable read-only links
  • 04Saved workspaces — one per thesis, client, or theme
reprisa / deep analysisbackground-generatedIs the AI-capex cycle durable?OVERALL CONVICTION7/10Historical fit8/10Closest analogue is 1998, not 1999 — breadth still broad.Valuation premium below the prior peak.Demand evidence7/10Capex commitments corroborated across three suppliers.Order backlogs extend past four quarters.Risk severity5/10Concentration risk if a single hyperscaler pauses.Financing costs rise with the rate path.Ratings judge the analysis and the evidence — not the outcome. Not advice.

[04]Financial Advisors

Client-ready intelligence, less busywork.

Clients want a clear read on what's happening in the markets they're exposed to. Producing that read — concise, honest, and shareable — usually means hours of assembly you'd rather spend with the client.

Pull up any client holding and the ticker terminal hands you the whole picture at a glance — Echo's plain-language read, a 0100 bullish meter, the chart, and the latest news — so you can answer “what's going on with this?” on the spot. A live market bar and an AI-ranked, market-impact-scored news feed keep you current on what's actually moving, and any headline is one click from an Echo brief on why it matters. Run a Concise report for a direct read a client can follow, export it to a polished PDF for a review, and keep a watchlist per client theme with Morning Brief, earnings, and insider alerts included.

Reprisa is a research and information tool. The bullish read and news-impact scores are Echo's analysis — context, not a recommendation to buy or sell a security, and not personalized advice.

  • 01AI ticker terminal — a whole-picture read on any client holding
  • 02Live market bar + AI-ranked news, one click to an Echo brief
  • 03Concise reports with polished PDF export for reviews
  • 04A watchlist per client theme, alerts included
SPX 5,231+0.42%NDX 16,780+0.63%US10Y 4.41%−3bpMARKET NEWS · AI-RANKEDHIGHimpact 8/10Fed holds rates, signals a slower path of cutsReuters · 22m agoWhy it matters — repricing across rate-sensitive sectors.MEDimpact 6/10Chip-demand outlook lifts the semis complexBloomberg · 1h agoWhy it matters — a breadth signal, not a single name.Impact scores are Echo's analysis, not advice.

[05]Teams & Desks

One subscription for the whole desk.

A research desk works best when everyone reads from the same page — the same workspaces, the same monitors, the same engine. Juggling separate seats and separate bills gets in the way of that.

The Team plan covers 5 seats with everything in Pro and dedicated support, so a desk works from one subscription — shared workspaces, dashboards, and monitors, Echo Max at the highest reasoning budget Reprisa runs, one bill. A shared live market bar and AI-ranked news feed give the desk one glanceable read on the tape, and the alert suite reaches everyone who follows a name.

  • 01Team plan — 5 seats on one subscription
  • 02Shared workspaces, dashboards, and monitors across the desk
  • 03Echo Max at the highest reasoning budget

Features that matter here

Shared desk

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Find your market in the last century of them.

Run 2 reports a month free — no card required. Whatever you research, Reprisa reads it against the history that rhymes with it.