Methodology

Simulation Methodology
and Appropriate Use

JuryInsights is designed for structured scenario testing and decision support—not prediction of an actual jury. We are transparent about what our software does and does not do.

Scenario Testing, Not Fortune Telling

AI jury simulation does not predict the future. It provides a structured environment to present a case file to a modeled panel and observe the resulting interactions.

By examining how outputs change when the inputs change, trial teams can uncover blind spots, test assumptions, and prepare for the courtroom with more rigor.

The Simulation Process

Information Supplied to Simulations

Simulations are entirely dependent on the case materials provided by the user. The AI model processes the uploaded facts, arguments, claims, evidence, witnesses, and damages theories as the foundation for the simulated deliberation.

How Juror Personas Are Created

Users or the AI can construct synthetic juror personas based on demographic and psychographic attributes. Where supported, these personas are shaped by context relevant to the case venue.

How Facts Are Presented

The structured case file is presented to the simulated juror panel. The AI evaluates the narrative, the evidence provided, and the specific claims and damage strategies to formulate an outcome.

What Outputs Represent

Simulation outputs—including liability assessments, simulated outcome summaries, award estimates, and individual juror reasoning—represent one possible set of reactions to the provided inputs. They are analytical artifacts for review, not definitive truths.

Why Jurors May Disagree

Simulated jurors are configured with distinct demographic and behavioral attributes. They may interpret the same evidence differently, allowing a scenario to present more than one modeled perspective.

The Value of Multiple Runs

Separate simulation runs with the same inputs may produce variations. Comparing runs helps teams note which reactions recur and which vary within the modeled scenarios, creating questions for further review rather than establishing a single definitive conclusion.

Appropriate Uses and Limitations

JuryInsights does not promise academic validation, absolute statistical calibration, or training on historical verdicts to guarantee results.

We provide a software platform that processes large amounts of text and models hypothetical interactions. The outputs require professional review. AI simulation cannot replace human judgment, live human mock juries where interaction is key, or the unpredictable nature of an actual courtroom.

The continued need for attorney judgment remains central to effective trial preparation.

JuryInsights.ai provides AI-assisted trial preparation and simulated juror analysis for scenario testing and research. Results are simulations and do not predict or guarantee the outcome of any actual jury, case, or proceeding. JuryInsights.ai does not provide legal advice and is not a substitute for professional judgment.

Explore the Platform

Request a walkthrough of the workspace, simulation flow, and reports for your litigation team.