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 the Dislocation Engine's current read — 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 flags the ones sitting at the low end of their own ten-year valuation range while deeply oversold and still trending the right way, and shows what followed every past instance — including the ones that kept falling. Alongside it 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.

The Dislocation Engine and the bullish read are context, not predictions, and not financial advice. Historical outcomes are drawn from companies still listed today and are no guarantee of future results.

  • 01AI ticker terminal — Echo read, 0100 bullish meter, chart, news
  • 02A daily scan for stocks at the low end of their own valuation history
  • 03The full record of past instances, failures shown alongside successes
  • 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.