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 trial teams turn questionnaires and live voir dire into clear, structured insight, then continue using that insight after the jury is seated. The Juror Insight Framework™ (JIF™) helps counsel interpret juror behavior during selection, and Trial Intelligence Mode™ (TIM™) carries that 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.
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 strategy. It begins with questionnaires, juror cards, and live responses, applies structured analysis through JIF™, supports strike and follow up decisions during voir dire, and continues into TIM™ so the trial team can monitor engagement, resistance, and persuasion opportunities 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, 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, explain strike choices, 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 a jury intelligence and trial decision support platform, not just a storage, note taking, or background research layer. It provides real time behavioral intelligence 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.
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 engine architecture from Mavrick Labs AI, it brings rigor used in other high consequence domains into voir dire and trial, combining behavioral analysis, structured scoring, and AI supported pattern recognition in a private, attorney controlled 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 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’s 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.
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 live reactions, engagement shifts, note taking behavior, witness response patterns, and end of day sentiment signals so counsel can reinforce what is working and recover where attention or persuasion may be slipping.
JIF™ helps you select the jury. TIM™ helps you try the case in front of the jury you selected.
Type /trial_on
Activate TIM™ once the jury is seated and trial begins.
Enter witness and reactions
Track witness specific reactions and juror behavior in real time.
Generate live outputs
Live Juror Reaction Table, Sentiment Over Time, and Reinforce or Recover targets.
Close with /endday
Create an end of day summary that preserves strategic 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 reaction tracking, sentiment trends, influence mapping, and strike posture in one view so 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 risk, hardship, and influence patterns before the panel is called.
At counsel table
Live board, posture tracking, cause support, risk ranking, and clear rationale 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 rationale under pressure
VenireIQ™ reduces dependence on scattered notes and makes 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.
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.
Attorney control and ethical boundaries
VenireIQ™ is designed as an attorney controlled analysis and decision support system. It 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, and strike decisions remain with counsel.
- Thresholds, follow ups, and posture calls are reviewable and adjustable.
- Outputs are guidance, not guarantees.
Designed for controlled inputs
- Built for internally supplied or lawfully obtained inputs.
- Supports documentation, rationale capture, and partner review.
- Structured for private use, professional evaluation, and firm governance.
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.
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.
- 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.
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.
GPT based private beta
Fast start for early testers. Ideal for pilots, guided evaluation, and real courtroom 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 engine.
Pilot validation and measured outcomes
VenireIQ™ is measured in courtroom outcomes that matter to trial teams. Pilots 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 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.
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 model that is attorney controlled and explainable.
TIM™ continuity layer
TIM™ extends juror intelligence beyond selection so trial teams can continue monitoring engagement, resistance, and persuasion patterns during the case.
Court record aligned outputs
Outputs built to be shareable inside a trial team and defensible in review, with source linked reasoning.
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 erasable
Designed for private use, controlled access, 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 interpretation, attorney controlled scoring frameworks, and trial stage intelligence workflows to help legal teams interpret 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 interact in real courtroom environments.
VenireIQ™ is decision support software built for legal professionals. Attorneys maintain full control over questioning, strike decisions, and trial strategy. The system provides structured insight intended to support human judgment rather than replace it.