CausaleaAsk KELLY
KELLY live pulserefreshed … agolearninglifetime heartbeat 0browser pulses warmingcells 0replay-ready 0engine checkinglatest cell watchingevidence checkinglive memory laneloop: checking live activity
activity feed
Customer product · Market analysis deskEvidence-first

Built for professionals who pay for decisions that settle.

This is not a chatbot theme pack. Market analyst gets a sector workplace — instruments, freshness, proof, and reality scoring — so the product earns trust and revenue.

  • Freshness-first quote tape
  • Forecast cones with paper scoring
  • Read-only analysis — never trade execution

Commercial posture

Paid desk, free proof of honesty

Subscribe for continuous feed-backed volume and team workflows. Public scoreboard honesty stays free.

You inspect. KELLY writes truth.

Customers never write Neon / prime memory / GraphState. That boundary is the product.

View accountability scoreboardOpen proof bay
Interactive lens

Market analyst · Answered directly by KELLY · public writes blocked

Ask KELLYInspect proof bay

market terminal

Freshness-first forecast tape

Read quote tape with freshness first, forecast cones with uncertainty, paper score — never trade execution.

Market analyst

Market terminal

density · terminal

lens → KELLY answers

Ask KELLY in this workplace

What moved, is the feed fresh, and what would flip the read?

Success: Analyst sees source time, cone, macro context, paper P&L, and proof before any chart drama.

Primary instrument

quote freshness

  • · quote tape
  • · forecast cone
  • · macro context
  • · paper P&L
  • · settlement watch

Lexicon

Action
Inspect instrument
Artifact
Quote + cone
Score
Paper P&L
Freshness
Feed age
Risk
Stale tape

Non-goals

  • · Trade advice
  • · Order entry
  • · Unlabeled simulated prices as live
Open proof bayAccountability scoreboard
Market analyst · market lens

Markets Lab

Market terminal

Track default stocks and crypto with forecast cones, source links, proof links, and model paper P&L.

Every visible forecast should point back to source, timestamp, model posture, and settlement status.

Primary instrument: quote freshness. Success: Analyst sees source time, cone, macro context, paper P&L, and proof before any chart drama.

View forecast cardsInspect proof

Market instrument bay

Quotes, forecast cones, paper P&L, freshness, and settlement posture are traceable.

WOW feature

Freshness-first forecast cone

Not another chat box: this lens has its own instrument, forecast posture, and artifact trail.

Users want

What moved, whether the feed is fresh, and why the forecast posture changed before any chart drama.

Proof that matters

Every important output should open backward to source and forward to replay, settlement, calibration, or memory lineage.

Open proof target

market terminal

Quote, cone, source, settlement

What moved, is the feed fresh, and what would flip KELLY's read?

read-only analysis

primary operator read

freshness first

Market output starts with quote timestamp, forecast cone, paper score, and proof posture.

Quote tape

source timed

Price is useless without feed time.

Forecast cone

P25-P75

Range beats false single-point confidence.

Paper P&L

score only

Performance is paper scoring, not trade execution.

Advice boundary

blocked

No trade advice or direct execution.

terminal tape

source age

fresh

forecast cone

wide

paper score

watch

terminal strip

Tracked instrument bay

A professional markets lens leads with source time, not decorative chart drama.

AAPL

Quote, cone, proof link.

fresh

BTC

Volatility and horizon visible.

watch

Macro

Movement separated from causal thesis.

context

proof posture

Forecast cone audit

Every chart state needs source, model, settlement, and paper score lanes.

Source

Feed age is shown before interpretation.

timestamp

Model

Confidence and uncertainty stay visible.

posture

Settlement

Outcome closes before learning.

watch

Sector loop

1freshness

Quote

Read feed timestamp and source.

2uncertainty

Cone

Show range and flip condition.

3macro

Context

Separate movement from explanation.

4paper

Score

Close as analysis performance only.

Conversation flow

Ask

You pose a bounded question in plain language.

Source plan

KELLY chooses what reality to consult before answering.

Evidence

Live and historical artifacts are compared under uncertainty.

Answer

A bounded reply separates known from uncertain.

Watch

Open questions get a private watch lane until reality closes.

High-value forecast

Asset cone and freshness

Pick a tracked asset and inspect the source, forecast posture, proof link, and paper P&L.

Use preset

Ask KELLY here

In-lab conversation

Ask what moved, what source is fresh, and what would flip the market read.

Ask in this lab

Proof artifact

Quote + forecast cone

Source timestamp, model posture, paper P&L, and settlement watch.

Open proof

Dedicated app

Open full lens

Use the dedicated sector app when you want more room for charts, timelines, proof cards, and live updates.

Open Markets Lab app

Lens artifact passport

Every serious output must trace to an artifact. The answer stays simple on the surface, the heartbeat visible in the top bar proves the engine clock is present, and these links open the source, health, guide, user controls, or Glass Lab proof when the user wants depth.

traceable lens

Dedicated app

Open Markets Lab app opens the standalone Markets Lab surface when a sector needs more room.

Open

Live forecast API

Machine-readable sector output for forecast cards, proof widgets, or status monitors.

Open

Artifact spine

Eight-step proof chain for this lens: source, observation, hypothesis, proof, replay, settlement, calibration, memory.

Open

Health check

Fast check that the standalone lab is reachable and serving the current runtime.

Not exposed yet

Guide

Plain-language user guide for what to ask, what to trust, and what the proof means.

Open

User controls

Export, delete, location, privacy, and feedback controls stay visible from every lens.

Open

Glass Lab proof

Trace the artifact to #markets.

Open

Ask KELLY inside this lab

The question stays in this sector lens. KELLY answers here with a bounded answer, visible uncertainty, proof path, and the next reality check when more evidence is needed. No page jump, no generic redirect.

in-lab response

KELLY response

This panel shows the answer inside the lab. It does not create public ground truth, memory, or GraphState writes. The proof link is the handoff when you want the moving parts under the magnifying glass.

Ask a question to see the sector answer here. If KELLY needs more evidence, the response should say what it is watching instead of pretending certainty.

How KELLY should answer in this lens

Use plain decision language. Name the target, time horizon, stakes, uncertainty, and what evidence would change the answer. KELLY should respond with a bounded artifact, not an engine dump.

KELLY frames market reads as analysis, not trade execution or financial advice.
Every asset view starts with quote freshness and source posture.
Forecast cones must expose uncertainty, paper performance, and settlement state.

Source families

Market quotes
Macro context
Model paper-trade ledger

Live signals

Quote freshness
Forecast cone
Paper P&L posture

Proof windows

Quote source
Forecast receipt
Settlement watch

User workflow

user lane
1

Pick an asset and inspect the current read before the chart.

2

Ask what moved, what is stale, and what would flip the forecast.

3

Open the proof trail before treating a market artifact as useful.

KELLY work behind the lens

engine lane
1

Keeps market analysis read-only and separate from trade execution.

2

Connects cones to source time, uncertainty, and settlement posture.

3

Shows performance as paper scoring, not advice.

Artifact trace rail

Every lens output should be traceable backward to source and proof, then forward to replay, settlement, calibration, memory eligibility, or quarantine.

live spineGlass Lab traceable

Lab contract

mode

read-only lens

authority

KELLY Prime

proof target

#markets

Public boundary

Read-only analysis. Not financial advice, not trade execution, and not user-directed ground truth.

Why this is different

KELLY does not just answer from text. Each lens keeps the answer connected to source posture, proof, replay, settlement, calibration, and memory eligibility so the user can see how the engine knows, what it is watching, and what would change its mind.

proof-backedsector-specificGlass Lab visible