QuickPicks Trading Decision Demo

INTERVIEW DEMO • NOT COMPANY INTERNAL TOOLING

Public market references are for realism only and may move. Demo lines, entry data, correlations and adjustment logic are illustrative.

NBA • PRIMARY EVENT
JAMAL MURRAY — OUT
Hypothetical late scratch, 45 minutes before lock
Denver vs Oklahoma City • illustrative interview scenario.
EVENT APPLIED Murray OUT teammate projections recalculated • market/risk review required OUT

Relevant data behind the decision

Scenario-aware stats and trader checklist

Projection Board

Changed projections, market reference, risk status, and human action
PlayerPropBaseline ModelPosted LineMarket ReferenceAfter NewsSuggested LineDeltaStatusActionWhy? / Stats

Decision Framework

Validate → Re-project → Check market → Check risk → Decide → Document
Validate news, status, role, pace, injury, or market-only signal. Re-project affected player first, then linked teammates/opponents. Check market against public reference without blindly copying. Check risk for concentration, stale projections, correlation, and contest economics. Decide approve, keep, pause/remove, or send for review. Document trigger, prior line, suggested line, decision, and reason.

Risk / P&L attention

Illustrative operational and economic risk indicators

Illustrative operational and economic risk indicators. Actual company P&L methodology is proprietary and not represented here.

Entry concentration

One-sided entry concentration, not sportsbook liability

Correlated combinations

Fictional sample entries and common-news relationships

Human decision

Nothing publishes without a human action
Each reviewed prop allows: approve suggested line, keep current line, pause/remove, or send for review. Each action writes to the audit log.

Audit / post-event review

Operating discipline and continuous improvement
Post-event review
Original projection 10.7 assists Adjusted projection 11.4 assists Closing / final market reference 11.5 Actual result 12 assists Directionally correct? Yes Magnitude reasonable? Within expected error band Issue type Normal variance, continue monitoring Follow-up action Recheck role/minutes assumptions across similar injuries

Do not judge a projection solely by whether one player went over or under. Review the assumption, market information, calibration and repeated performance.

Advanced sandbox: Add / test another piece of information

Use this if the interviewer asks about a minutes limit, lineup change, total move, or external market move. The primary Murray OUT / Chase OUT scenarios remain the default presentation.

Apply: Jamal Murray → ruled out
Decision rule: a gap is a review trigger, not an automatic copy. Validate the cause before publishing any adjustment.
About / Assumptions
Peer-to-peer framing.
Risk is operational/economic attention around entry concentration, stale lines, contest structure, and guaranteed-payout economics.
Correlation matters.
Related picks can amplify the same stale assumption or common-news event.
Market movement is evidence.
Public lines inform review but do not automatically overwrite an internal projection.
Human approval stays in the loop.
The app proposes review actions; no suggested line automatically publishes.

This is an independent interview prototype created by Ricky Pyne. Decision logic and workflow designed by Ricky Pyne. AI-assisted tools were used to help implement the prototype. NBA player production: 2025-26 regular-season statistics. NFL player and team statistics: 2026 season through Week 3. Public betting-market context is included for realism. All Demo lines, entry counts, correlation values, model adjustments and suggested lines are illustrative. This is not a live API feed, not company internal tooling, and does not represent any company’s internal systems or methodology.