From voir dire to trial intelligence.
VenireIQ™ is a proprietary, Patent Pending jury intelligence and trial decision support platform built for voir dire and trial.
VenireIQ™ is the flagship legal module inside the IntelligenceIQ Suite. It helps attorney led trial teams turn questionnaires and live voir dire into clear, structured decision support, then continue using that organized insight after the jury is seated. The Juror Insight Framework™ (JIF™) helps counsel review juror responses during selection, and Trial Intelligence Mode™ (TIM™) carries that attorney controlled intelligence forward throughout trial.
VenireIQ™, including its core jury intelligence architecture, Juror Insight Framework™ (JIF™), and Trial Intelligence Mode™ (TIM™), is Patent Pending.
Private evaluation access is available now for guided pilots, select matters, and qualified firm discussions.
Part of the IntelligenceIQ Suite built and operated by Mavrick Labs AI.
AI assisted voir dire and juror analysis
Structured decision support for attorney controlled jury selection workflows.
VenireIQ™ is an AI assisted jury intelligence and trial decision support platform built for trial attorneys, legal teams, jury consultants, and litigation support professionals. It helps organize juror questionnaires, live voir dire responses, potential juror bias indicators, strike posture notes, persuasion risk signals, panel influence indicators, and potential cause challenge issues for attorney review.
For legal teams researching AI tools for voir dire, juror analysis, jury selection preparation, or trial decision support, VenireIQ™ provides a private, attorney controlled workflow for reviewing juror information, tracking source based observations, and keeping selection intelligence available when decisions must be made under time pressure.
VenireIQ™ is designed as a modern alternative to manual voir dire notes, static juror summaries, and traditional jury consulting workflows. It does not replace legal judgment, make autonomous legal determinations, or recommend courtroom action without attorney review. The platform supports attorneys by keeping juror information structured, traceable, and available before, during, and after voir dire.
Juror analysis during voir dire
Organizes questionnaire answers, live panel responses, attorney notes, and observable response patterns into a single reviewable workflow.
Bias, persuasion, and posture
Supports review of potential bias indicators, persuasion risk signals, strike posture notes, panel influence indicators, and possible cause challenge issues.
Beyond jury selection
Connects voir dire intelligence to trial stage awareness through TIM™, preserving structured insight after the jury is seated.
Request a VenireIQ™ demonstration
Private demonstrations are available for attorneys, legal teams, jury consultants, litigation support professionals, and qualified business partners.
Attorneys, legal teams, jury consultants, litigation support professionals, and business partners can contact Mavrick Group LLC to request a private VenireIQ™ demonstration, discuss a pilot matter, or schedule a confidential briefing. Demonstrations are handled by email request so the discussion can be matched to the right firm, case type, panel size, and evaluation need.
A VenireIQ™ demonstration can review how the platform supports voir dire preparation, juror questionnaire review, live juror analysis, potential bias indicators, strike posture review, cause challenge indicators, persuasion risk, panel influence indicators, and attorney controlled trial decision support workflows.
Request a demonstration
Best for attorneys, legal teams, and partners who want a private walkthrough of the VenireIQ™ workflow, platform structure, and evaluation process.
Discuss a pilot matter
Best for a defined case type, panel size, venue, or live workflow review where a controlled evaluation can be structured around an actual matter.
Request a private briefing
Best for firm leadership, jury consultants, litigation support teams, or business partners who want a confidential overview before a pilot discussion.
The VenireIQ™ system
A Patent Pending continuity intelligence platform for jury selection and trial
Most tools handle a portion of the workflow. VenireIQ™ is designed to connect selection stage intelligence with ongoing trial preparation and courtroom awareness. It begins with questionnaires, juror cards, and live responses, applies structured analysis through JIF™, supports attorney review of follow up questions, potential cause issues, and strike considerations during voir dire, and continues into TIM™ so the trial team can review observed engagement, comprehension signals, and theme reception after the jury is seated.
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 indicators, potential panel influence, hardship, and response 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, document the basis for attorney reviewed strike decisions, and carry juror insight forward into trial instead of losing it when selection ends.
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 is built as an attorney controlled jury intelligence and trial decision support platform, not just a storage, note taking, or background research layer. It organizes real time behavioral indicators during voir dire through JIF™, then extends that continuity into TIM™ so trial teams can keep using structured juror insight after the jury is seated.
For attorneys researching jury selection software, jury consulting alternatives, or AI assisted voir dire tools, VenireIQ™ is positioned as an attorney controlled decision support platform focused on structured juror analysis, live voir dire workflow, strike posture review, potential cause issue tracking, and trial stage continuity.
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 panel influence across the process.
Compared to traditional jury consultants
Built for where courtroom intelligence is going
VenireIQ™ is designed to sit on top of the progress already made in jury selection and extend it. As the legal edition of the broader IntelligenceIQ Suite decision intelligence architecture from Mavrick Labs AI, it brings disciplined workflow design into voir dire and trial, combining structured behavioral review, attorney configurable weighting, and AI supported pattern organization in a private, attorney controlled decision support system.
This positions VenireIQ™ as more than another jury app. It is a courtroom decision intelligence platform built to preserve insight from selection and continue using it when the case is actually being tried.
Introducing the Juror Insight Framework™ (JIF™)
The core of VenireIQ™ is a structured way to organize observable juror responses and behavior in a manner that strengthens attorney judgment instead of replacing it. Within the Mavrick Labs AI decision intelligence architecture and the IntelligenceIQ Suite, JIF™ is the layer tuned for juror behavior. It gives counsel a repeatable method to review what each juror says, how they react, and which panel influence indicators may require closer attorney attention.
How JIF™ works
JIF™ turns observations into attorney reviewed decision support. It organizes four layers of juror response data to form a live juror profile. It helps counsel review stated beliefs, prior experience, reaction patterns, and indicators related to testimony evaluation and group pressure.
JIF™ in practice
JIF™ organizes messy voir dire into a repeatable, attorney controlled model that yields traceable notes 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, weight, or note links back to the juror’s own words.
Human in the loop
Attorneys set thresholds, approve follow ups, and own the final posture call.
Traceable basis
Each output captures basis and excerpt so attorney decisions remain explainable, portable, and reviewable.
Courtroom outputs
Strike board, potential cause issue 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 stated judgments.
- Group pressure sensitivity indicators.
JIF™ review axes
Bias indicators
Direction, strength, and source basis relevant to attorney review.
Panel influence indicators
Observable signals that a juror may anchor or influence peers during group discussion.
Exposure and hardship
Practical conflicts, hardship, and topic over exposure.
Reliability
Consistency, clarity, and confidence in responses.
What you see on screen
Follow up prompts
Neutral follow ups tied to the specific excerpt that triggered the flag, so counsel can review the basis before asking the question.
Strike posture workspace
Attorney review options for cause, peremptory, or hold posture with editable basis notes and source excerpts, built to match how counsel prepares and explains the call.
Live board
Organizes jurors by attorney set weights with a clear view of high risk, neutral, and favorable indicators.
From JIF™ to Trial Intelligence Mode™ (TIM™)
VenireIQ™ does not stop at jury selection.
Through Trial Intelligence Mode™ (TIM™), legal teams can continue using structured juror insight throughout trial. TIM™ captures observed reactions, engagement shifts, note taking behavior, witness response patterns, and end of day sentiment signals so counsel can reinforce what is working and address where attention, comprehension, or theme reception may need focus.
JIF™ helps counsel organize selection intelligence. TIM™ helps counsel carry that intelligence into the trial in front of the jury that was seated.
Activate TIM™
Begin TIM™ after the jury is seated and trial begins.
Record witness and courtroom observations
Track witness specific observations and juror behavior indicators in real time.
Review attorney controlled outputs
Review the Juror Observation Table, engagement trends, and Reinforce or Review focus areas.
Close the trial day
Create an end of day summary that preserves attorney reviewed takeaways for the team.
Inside the VenireIQ™ interface
What live courtroom intelligence looks like on screen
The VenireIQ™ dashboard turns juror observations into structured intelligence the trial team can actually use. It keeps observation tracking, engagement trends, influence indicators, and attorney posture notes in one view so attorney decisions remain clear, explainable, and aligned across the team.
What attorneys actually get
A practical courtroom workflow, not just another tool
Before court
Questionnaire intake, initial flags, tailored follow ups, and JIF™ profiles that surface attorney review items, hardship, and potential influence indicators before the panel is called.
At counsel table
Live board, posture tracking, potential cause issue review, attorney weighted review indicators, and clear basis notes so strike and hold decisions stay defensible under pressure.
After the jury is seated
Juror insight preservation, TIM™ continuity, narrative watchpoints, witness response tracking, and end of day summaries that keep strategy aligned as trial unfolds.
Clearer strike basis under pressure
VenireIQ™ reduces dependence on scattered notes and makes attorney reviewed decisions easier to explain to co counsel, clients, and the record.
Stronger continuity from selection into trial
JIF™ and TIM™ keep juror insight alive beyond voir dire so the team is not starting over once trial begins.
More repeatable team execution
Structured workflows and exports create a more consistent process across matters, venues, and trial teams.
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.
Attorney posture notes
Attorney entered notes for cause, peremptory, or hold considerations keep the record clean and consistent.
Potential cause issue tracker
Track attorney reviewed potential cause issues with source based notes. Export summaries for internal review.
Attorney control and professional boundaries
VenireIQ™ is designed as an attorney controlled analysis and decision support system. It is not a public facing legal advice chatbot, does not impersonate a licensed professional, does not replace legal judgment, does not practice law, and is built to operate within professional workflows that support explainability and review.
Attorney remains in command
- Final strategy, questioning, cause challenges, peremptory strikes, and courtroom decisions remain with counsel.
- Thresholds, follow ups, posture notes, and review weights are reviewable and adjustable.
- Potential cause, hardship, bias indicator, and strike consideration items are for attorney review only.
- Outputs are informational decision support, not legal advice, autonomous determinations, or guarantees.
Designed for controlled inputs
- Built for internally supplied or lawfully obtained inputs.
- Supports documentation, basis capture, and partner review.
- Structured for private use, professional evaluation, attorney supervision, and firm governance.
- Not designed for public consumer legal advice, self representation, or automated legal service delivery.
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. Designed so matter data remains within the approved environment and under your governance.
Model control
Use private endpoints or your approved providers. Professional use guardrails stay in place from the first pilot.
Review and audit
Traceable outputs and basis notes. Simple audit views for partner review or training value.
Who VenireIQ™ serves
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.
- Structured intake from county cards and questionnaires.
- Live board that supports attorney review of keep, strike, and follow up considerations.
Defense firms and corporate teams
- Governance driven deployments and auditability.
- Repeatable review models across offices and trial teams.
- Structured exports for review and internal learning.
Jury consultants and litigation support
- Attorney reviewed interpretation layer that sits above note tools.
- Standard templates by case type and venue.
- Optional white label licensing for distribution.
Deployment and licensing options
VenireIQ™ is offered in clear packages that match how trial teams work and how firms approve tools, from guided private evaluation to broader firm deployment.
Attorney supervised private beta
Fast start for qualified testers. Ideal for pilots, guided evaluation, and courtroom workflow validation.
Professional subscription
Monthly licensing for attorneys and staff with templates, runbooks, and structured workflows.
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 attorney controlled workflow system.
Pilot validation and workflow measures
VenireIQ™ pilots are measured against workflow outcomes that matter to trial teams. Pilot reviews focus on speed, consistency, continuity, and repeatability.
Time saved per panel
Minutes saved from intake, sorting, and pattern correlation compared to baseline workflow.
Consistency of strike basis
Clear posture notes with source excerpts, consistent across team members.
Missed flag review
Bias and conflict indicators reviewed against what would have been tagged using notes alone.
Continuity into trial
Ability to preserve juror insight after selection and keep it usable through TIM™ during trial.
Defensibility and moat
VenireIQ™ is designed as a system, not a single feature. The goal is durable advantage through method, workflow, continuity, and trust.
JIF™ methodology and workflow design
JIF™ pillars, layers, and axes create a repeatable courtroom decision support model that is attorney controlled and explainable.
TIM™ continuity layer
TIM™ extends juror intelligence beyond selection so trial teams can continue monitoring observed engagement, comprehension, and theme reception patterns during the case.
Court record aligned outputs
Outputs built to be shareable inside a trial team and defensible in review, with source linked basis notes.
Patent Pending and IP strategy
VenireIQ™, Juror Insight Framework™, JIF™, Trial Intelligence Mode™, TIM™, and related workflow materials are proprietary to Mavrick Group LLC. VenireIQ™ is a Patent Pending system and method. Method details, templates, and implementation specifics are shared only in private evaluations or under written confidentiality terms. © 2025-2026 Mavrick Group LLC. All rights reserved.
Attorney controlled and governed
Designed for private use, controlled access, matter level review, and practical governance options as adoption scales.
Engagement models
Guided private evaluation
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 the system
VenireIQ™ is the flagship legal module of the IntelligenceIQ Suite developed within Mavrick Labs AI. The platform was created by David M. Archer Jr., founder of Mavrick Group LLC, and is designed to reflect how real jury selection and courtroom decision making actually occur.
VenireIQ™ combines structured behavioral review, attorney controlled weighting frameworks, and trial stage intelligence workflows to help legal teams review juror behavior during voir dire and maintain strategic awareness throughout trial.
The system’s design is informed by Archer’s professional background in investigative case development and courtroom exposure through prior law enforcement service and work on complex cases presented at both the state and federal level. This experience helped shape VenireIQ™ so the platform aligns with how evidence, testimony, and juror perception are managed in real courtroom environments.
VenireIQ™ is attorney controlled decision support software built for legal professionals. Attorneys maintain full control over questioning, cause challenges, peremptory strikes, courtroom decisions, and trial strategy. The system provides structured insight intended to support human judgment rather than replace it.