Decision intelligence for voir dire and jury selection.

The voir dire problem

Voir dire is chaotic on purpose.

Dozens of questionnaires. Conflicting answers. Limited time at the bench. Instinct helps, but it is hard to track patterns in bias, influence risk, hardship, and reliability in real time without a system that keeps everything in one place.

VenireIQ is built for trial lawyers, jury consultants, litigation support teams, and in house counsel who need a clearer way to manage juror data and explain strike choices, not just feel them.

How VenireIQ compares

Compared to current jury analytics tools

Several established platforms already help trial teams with juror background data, panel management, or digital note taking. Examples include Jury Analyst, JuryStar, JuryDat, JurorSearch, and JuryZoom. These tools support important parts of the process. VenireIQ focuses on something different. It provides real time behavioral intelligence and attorney guided decision support at the moment voir dire decisions are made.

Instead of acting as a background report or simple app, VenireIQ reads how jurors speak, react, and shift under questioning, then turns those signals into scores, posture calls, and follow up prompts that the attorney can see, adjust, and explain.

Compared to traditional jury consultants

Built for where voir dire is going

Each of these platforms and consultants delivers real value and has advanced the practice of jury selection. VenireIQ is designed to sit on top of that progress and extend it. As the legal edition of the broader IntelligenceIQ Suite decision engine architecture from Mavrick Labs AI, it brings the same kind of rigor used in other high consequence domains into voir dire, combining behavioral analysis, structured scoring, and AI supported pattern recognition in a private, attorney controlled system.

This lets VenireIQ do more than any single category of competitor and positions firms for the next era of voir dire. In short, VenireIQ is an intelligence layer for voir dire, not just another app. The same architecture supports parallel engines for board decisions, procurement evaluation, contractor selection, and risk prioritization, but VenireIQ is tuned specifically for jury work so every improvement stays focused on what happens in the courtroom.

Introducing the Juror Insight Framework (JIF)

The core of VenireIQ is a structured way to read human behavior that strengthens attorney judgment instead of replacing it. Within the Mavrick Labs AI decision engine architecture and the IntelligenceIQ Suite, JIF is the layer tuned for juror behavior. It gives you a repeatable method to interpret what each juror says, how they react, and how likely they are to influence the panel.

How JIF works

JIF turns observations into decision support. It reads four layers of human behavior to form a live juror profile. It clarifies what each juror believes by default, how prior experience shapes reactions, and how they are likely to evaluate testimony and group pressure.

JIF in practice

JIF organizes messy voir dire into a repeatable, attorney controlled model that yields traceable calls in the moment and clean records after. The result is a strike board that reflects what the jurors actually said and how they behaved, not just what the team remembers.

Behavior layers JIF reads

JIF scoring axes

What you see on screen

What VenireIQ gives trial teams

Two modes. Same advantage.

With questionnaire

Upload responses and VenireIQ structures insights into flags, follow ups, and initial postures before you walk into the courtroom.

Live voir dire mode

Capture statements and track shifts in real time so the board reflects what was just said, not what someone remembers later.

Workflows and outputs

Security and deployment

Engagement models

About our development approach

VenireIQ is the flagship legal module of the IntelligenceIQ Suite within Mavrick Labs AI. It is purpose built by practitioners, human behavior analyst, and trial support strategist so the system matches how real jury work is done.

VenireIQ was co developed with Dawn Archer, drawing on 26 years of behavioral evaluation, decision support analysis, and leadership within major United States financial institutions. Her experience shaping judgment, communication patterns, and high stakes decision environments helped define the structure of the Juror Insight Framework. She now contributes to strategic model refinement, user empathy, and quality assurance, ensuring VenireIQ remains practical, human centered, and attorney controlled.