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Decision Sciences ideas

13 innovation ideas derived from recent Decision Sciences research — AI-assessed, source-linked, with live prototypes.

#1Strong · 92
NOS Consensus Scorer: Guided Dual-Reviewer Quality Appraisal for Systematic Reviews
Decision SciencesMeta-analysis and systematic reviews

Software that helps two researchers agree on the quality of medical studies for a systematic review.

#2Strong · 88
Win-Probability Card for Rank-Based A/B Tests
Decision SciencesMeta-analysis and systematic reviews

A dashboard tool that tells product managers the probability that one version of a feature beats another.

#3Strong · 89
Rank-Test Reporting Audit for Journal Submissions
Decision SciencesMeta-analysis and systematic reviews

A tool for journal editors to check if the statistics in a submitted paper are reported correctly.

#4Strong · 88
EchoServe: Side-Observation Creative Rotation for Ad Servers
Decision SciencesAdvanced Bandit Algorithms Research

An ad-serving engine that predicts which ads will work by looking at the performance of similar ones.

Backed by 2 papers

#5Strong · 84
NOS Calibration Bench: Pre-Scored Study Set for Reviewer Certification
Decision SciencesMeta-analysis and systematic reviews

A library of pre-scored studies used to train and certify people who review scientific research.

Backed by 2 papers

#6Promising · 78
Linda Probe: a conjunction-fallacy eval suite for LLMs
Decision SciencesDecision-Making and Behavioral Economics

A testing suite that measures how often AI models make a specific logic error regarding probability.

Backed by 2 papers

#7Strong · 83
SpillRoute: Topology-Agnostic Path Steering for CDNs
Decision SciencesAdvanced Bandit Algorithms Research

A system for internet networks that finds the fastest data path by analyzing traffic congestion.

#8Strong · 87
Base-Case Linter: conjunction-fallacy flags for forecast memos
Decision SciencesDecision-Making and Behavioral Economics

A document plugin that flags logic errors in business memos when a complex scenario is rated too likely.

#9Strong · 82
ShelfIX: Semi-Bandit Assortment Optimizer for Online Storefronts
Decision SciencesAdvanced Bandit Algorithms Research

A tool for online stores that automatically picks the best products to feature based on sales data.

Backed by 2 papers

#10Strong · 92
Parlay Reality Check: frequency-format odds correction for bet slips
Decision SciencesDecision-Making and Behavioral Economics

A tool for betting apps that shows the real odds of a multi-game bet as a simple frequency, like 1 in 40.

Backed by 2 papers

#11Strong · 88
TheoryGap Studio: A Question-Driven Theory-Building Workspace for Scholars
Decision SciencesBusiness Strategies and Management Research

A writing coach that helps researchers build their theoretical arguments step-by-step.

Backed by 3 papers

#12Promising · 73
TheoryDesk Screen: Four-Element Theory Audit for Journal Editors and Authors
Decision SciencesBusiness Strategies and Management Research

A screening tool for journal editors to check if a research paper's theory is complete and sound.

Backed by 3 papers

#13Promising · 73
GapCheck: A Theory-Articulation Annex for Grant Proposal Panels
Decision SciencesBusiness Strategies and Management Research

A review service for grant funders to ensure research proposals have a clear and valuable theoretical goal.

Backed by 2 papers