Built for professionals who pay for decisions that settle.
This is not a chatbot theme pack. Sports probability analyst gets a sector workplace — instruments, freshness, proof, and reality scoring — so the product earns trust and revenue.
- Implied probability from live odds feeds
- KELLY vs market disagreement, scored after settlement
- No betting slip — institutional probability board
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.
Sports probability analyst · Answered directly by KELLY · public writes blocked
paid sports probability desk
Institutional probability board — not a sportsbook ticket
Convert live book lines to fair implied probability, measure KELLY disagreement, score after game close — never place bets for the user.
Sports probability analyst
Sports probability trading desk
density · workbench
lens → KELLY answers
Ask KELLY in this workplace
Where does KELLY disagree with the market, and how does the outcome settle?
Success: Implied % vs KELLY % is explicit, line age is timed, settlement publishes Brier customers can audit.
Primary instrument
implied vs KELLY
- · live odds hard-pull
- · implied probability
- · book depth
- · disagreement
- · outcome score
Lexicon
- Action
- Convert line
- Artifact
- Probability board
- Score
- Outcome calibration
- Freshness
- Line age
- Risk
- Edge without settlement
Non-goals
- · Bet slips
- · Bankroll management
- · Gambling instructions
- · Guaranteed picks
Sector modules
Betting and Odds Lab
Sports probability trading desk
Inspect line movement, implied probability, KELLY posture, and settlement receipts.
Every visible forecast points back to odds snapshot, probability conversion, and outcome receipt when available.
Primary instrument: implied vs KELLY. Success: Implied % vs KELLY % is explicit, line age is timed, settlement publishes Brier customers can audit.
Odds probability bay
Odds become implied probability, reality settles, and calibration scores the result.
WOW feature
Line movement to implied probability
Not another chat box: this lens has its own instrument, forecast posture, and artifact trail.
Users want
Odds translated into probability, KELLY disagreement, and settlement path without bet slips or hype.
Proof that matters
Every important output should open backward to source and forward to replay, settlement, calibration, or memory lineage.
Open proof targetodds calibration board
Line movement to probability
Does KELLY disagree with the implied probability, and how will the outcome settle?
primary operator read
implied vs KELLY
Odds become useful only after conversion, disagreement sizing, source freshness, and outcome scoring.
Odds snapshot
captured
Book/source state before conversion.
Implied probability
converted
Line is normalized before analysis.
Disagreement
measured
KELLY vs market gap is explicit.
Outcome score
pending
Calibration waits for settled result.
calibration board
market
54%
KELLY
61%
gap
+7
board state
Market probability lanes
The lab should feel like a calibrated board, not a betting slip.
Market
Converted from the latest line.
KELLY
System forecast shown separately.
Gap
Disagreement without execution prompts.
line movement
Movement and settlement
Line changes are watched until reality can score the forecast.
Open
Fresh line, no outcome yet.
Closed
Outcome becomes calibration evidence.
Stale
Old line cannot support edge claims.
Sector loop
Snapshot
Capture book/source and timestamp.
Convert
Normalize the line into implied probability.
Compare
Show KELLY disagreement and uncertainty.
Settle
Outcome closes the calibration loop.
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
Implied probability
Choose a market and inspect whether KELLY sees a meaningful probability divergence.
Use presetAsk KELLY here
In-lab conversation
Ask for line movement, market price, KELLY posture, and settlement rules.
Ask in this labProof artifact
Odds conversion card
Odds snapshot, probability conversion, outcome receipt, and calibration score.
Open proofDedicated app
Open full lens
Use the dedicated sector app when you want more room for charts, timelines, proof cards, and live updates.
Open Betting and Odds Lab appLens 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.
Dedicated app
Open Betting and Odds Lab app opens the standalone Betting and Odds Lab surface when a sector needs more room.
OpenLive forecast API
Machine-readable sector output for forecast cards, proof widgets, or status monitors.
OpenArtifact spine
Eight-step proof chain for this lens: source, observation, hypothesis, proof, replay, settlement, calibration, memory.
OpenUser controls
Export, delete, location, privacy, and feedback controls stay visible from every lens.
OpenSports probability desk · live odds product
Market price → implied % → KELLY read → settlement score
Professional sports analytics for people who pay for edge measurement — not tickets. The Odds API hard-pull feeds lines; KELLY scores after reality closes.
Sports settled
0
First-win volume toward 100
Open sports precommits
0
Awaiting independent outcome
Mean Brier (sports)
—
Lower is better vs coin-flip 0.25
To first-win 100
100
Settled sports forecasts remaining
Probability board
- · Convert American lines → fair implied %
- · Book depth + market dispersion from live feed
- · KELLY disagreement without betting instructions
Reality loop
- · Odds hard-pull every ~12 minutes (6 sports)
- · Scores backfill completed games
- · Settles stack into accountability scoreboard
What customers pay for
- · Continuous multi-sport coverage
- · Honest calibration after close
- · Audit trail in Glass Lab — not vibes
Sports first-win domain locked — waiting for feed-backed settles.
Engine → scoreboard bridge
Waiting for first weather feed settle tick (or rebridge)
No bridge run yet · Neon optional
Feed ticks settle forecasts; bridge mirrors them into durable precommits for the public scoreboard. No prime memory write.
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.
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.
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.
Source families
Live signals
Proof windows
User workflow
Choose a market and convert the line into probability.
Ask what changed in the odds and what KELLY should watch.
Inspect settlement before trusting an edge claim.
KELLY work behind the lens
Separates probability analysis from betting instructions.
Tracks source freshness and line movement.
Scores outcomes through calibration when reality settles.
Artifact trace rail
Every lens output should be traceable backward to source and proof, then forward to replay, settlement, calibration, memory eligibility, or quarantine.
Lab contract
mode
read-only lens
authority
KELLY Prime
proof target
#odds
Public boundary
Read-only analysis. Not betting advice and not bet execution.
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.