Decision intelligence for voir dire and jury selection.
VenireIQ is the flagship legal module inside the IntelligenceIQ Suite. It helps trial teams turn questionnaires and live voir dire into clear, structured insight. It organizes juror information, highlights risk, and supports strike decisions so counsel can act with more confidence and less guesswork. The Juror Insight Framework (JIF™) keeps the attorney in control while making the calls easier to explain and repeat.
Part of the IntelligenceIQ Suite built and operated by Mavrick Labs AI.
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.
Focus on background research, demographics, and profile level insight delivered as reports or dashboards.
Digitize note taking or virtual voir dire, keeping the team organized while answers are recorded.
Emphasize storage, search, and basic organization of juror information.
Helpful structure and data, but the attorney still has to manually connect patterns, risk, and influence across the panel.
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 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. VenireIQ is an intelligence layer for voir dire, not just another app.
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.
Signal fidelity
Source text stays in front. Every tag or score links back to the juror own words.
Human in the loop
Attorneys set thresholds, approve follow ups, and own the final posture call.
Traceable rationale
Each output captures basis and excerpt so decisions are explainable, portable, and reviewable.
Courtroom outputs
Strike board, cause tracker, and exportable summaries matched to local practice.
Behavior layers JIF reads
1) Stated beliefs
- Direct answers in questionnaires and live responses.
- Polarity, strength, and consistency across prompts.
2) Behavioral markers
- Hesitation, hedging, intensifiers, and absolutes.
- Shifts when questions are reframed.
3) Social and role context
- Work patterns, responsibilities, and exposure that shape perspective.
- Proximity to parties or issues flagged for follow up.
4) Decision tendencies
- Risk tolerance, deference to authority, and confidence in judgments.
- Group pressure sensitivity indicators.
JIF scoring axes
Bias orientation
Direction and magnitude relevant to the matter.
Influence risk
Likelihood to steer or anchor peers during deliberations.
Exposure and hardship
Practical conflicts, hardship, and topic over exposure.
Reliability
Consistency, clarity, and confidence in responses.
What you see on screen
Follow up generator
Neutral follow ups tied to the specific excerpt that triggered the flag, so you know exactly why you are asking the question.
Strike posture engine
Cause, peremptory, or hold suggestions with editable basis and citations, built to match how you actually argue the call.
Live board
Ranks by attorney set weights with a clear view of high risk, neutral, and favorable jurors.
What VenireIQ gives trial teams
Structured juror profiles
Questionnaires, live answers, and team notes pulled into a single structured view of each juror, with key factors surfaced instead of buried in paper.
Targeted follow ups
Prompts that are tied to specific answers, designed to reveal influence risk, hardship, and reliability without leading the juror.
Live strike board
A working board that tracks posture, risk level, and notes in real time, so the team arrives at strikes with a shared, defensible view.
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
Juror tables
Sortable and filterable views for quick posture checks. Clear exports for the team.
Flagged items
Highlights for issues, bias, and conflicts with links back to the exact language that created the flag.
Strike posture
Cause, peremptory, or hold. Rationale entries keep the record clean and consistent.
Cause tracker
Track challenges with snapshots of basis. Export summaries for internal review.
Security and deployment
Private or on prem
Deploy privately or on approved infrastructure. Narrow access by matter and role.
Data posture
Clean intake and retention controls. Your data stays where you place it and under your governance.
Model control
Use private endpoints or your approved providers. Guardrails stay in place from the first pilot.
Review and audit
Traceable outputs and rationale notes. Simple audit views for partner review or training value.
For who VenireIQ is built
VenireIQ is designed for high consequence trial work where jury decisions are made under time pressure and the team needs a consistent, explainable system.
Plaintiff trial firms
- Catastrophic injury, trucking, industrial, product liability.
- Fast intake from county cards and questionnaires.
- Live board that supports keep, strike, and follow ups.
Defense firms and corporate teams
- Governance driven deployments and auditability.
- Repeatable scoring across offices and trial teams.
- Structured exports for review and internal learning.
Jury consultants and litigation support
- Interpretation layer that sits above note tools.
- Standard templates by case type and venue.
- Optional white label licensing for distribution.
How firms buy it
VenireIQ is offered in clear packages that match how trial teams work and how firms approve tools.
GPT based beta access
Fast start for early testers. Ideal for pilots and real courtroom validation.
Professional subscription
Monthly licensing for attorneys and staff with templates and runbooks.
Private instance licensing
For firms requiring governance controls, matter based access, and review posture.
White label
For consultants and vendors who want to deploy under their brand while licensing the engine.
Proof plan and pilot metrics
VenireIQ is measured in courtroom outcomes that matter to trial teams. Pilots focus on speed, consistency, and repeatability.
Time saved per panel
Minutes saved from intake, sorting, and pattern correlation compared to baseline workflow.
Consistency of strike rationale
Clear posture notes with source excerpts, consistent across team members.
Reduction in missed flags
Bias and conflict signals captured that would not have been tagged using notes alone.
Repeatability across venues
Ability to run consistent workflows across counties and case types with minimal reset time.
Defensibility and moat
VenireIQ is designed as a system, not a single feature. The goal is durable advantage through method, workflow, and trust.
JIF methodology and workflow design
JIF pillars, layers, and axes create a repeatable courtroom decision model that is attorney controlled and explainable.
Templates by case type and venue
Structured prompt system and output templates tuned for local practice, matter type, and firm preferences.
Court record aligned exports
Outputs built to be shareable inside a trial team and defensible in review, with source linked reasoning.
Trademark and IP strategy
VenireIQ™, Juror Insight Framework (JIF™), and related workflow materials are proprietary to Mavrick Group LLC. Method details, templates, and implementation specifics are shared only in private evaluations or under written confidentiality terms. © 2025 Mavrick Group LLC. All rights reserved.
Attorney controlled and erasable
Designed for private use, controlled access, and practical governance options as adoption scales.
Engagement models
Narrow scope
Begin with a real matter and a defined panel. Simple outcome metrics and feedback. Expand based on measured value.
Role aligned
Access by role and matter. Templates for outputs and records. Training and runbooks included for trial teams and support staff.
Controlled endpoints
Security, logging, and review process in place. Integrations with your internal tools by approval.
About our development approach
VenireIQ is the flagship legal module of the IntelligenceIQ Suite within Mavrick Labs AI. It is purpose built 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 contributes to strategic refinement, user empathy, and quality assurance, ensuring VenireIQ remains practical, human centered, and attorney controlled.
HOW IT WORKS
Dawn Archer
Human Behavior & Insight Strategy Advisor, Mavrick Group LLC Supporting VenireIQ™
Request Private Beta
JIF™, Juror Insight Framework™, and VenireIQ™ are proprietary systems of Mavrick Group LLC.
Specific scoring, weighting, and operational processes are confidential and not publicly disclosed. Attorneys maintain full control over final judgments and decisions.
VenireIQ™ © 2025 David M. Archer Jr. / Mavrick Group LLC | All Rights Reserved
info@mavrickgroup.com | https://www.mavrickgroup.com/mavrick-labs-ai/venireiq.