Frequently Asked Questions
Everything you need to know about PREVAIL's AI trial intelligence platform, survey capabilities, and how we help you know the verdict before the verdict.
Platform Purpose & Functionality
What exactly does PREVAiL do?
PREVAiL is an AI-powered litigation simulation platform that tests your case with synthetic jurors modeled on real county demographics and psychology. It analyzes arguments, witnesses, themes, and evidence to show how decision-makers are likely to think, react, and rule—long before you enter a courtroom.
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How is PREVAIL different from traditional mock trials or focus groups?
Mock trials give you one snapshot. PREVAiL gives you thousands. You can run unlimited simulations, test alternate theories, and see how small narrative changes affect juror perception—all in hours, not weeks, and for a fraction of the cost.
Can I use PREVAIL for shadow juries?
Yes. PREVAiL can mirror your live trial in real time. Synthetic jurors receive daily summaries of testimony, exhibits, and openings, then provide feedback twice daily—tracking emotional reactions, witness credibility, and verdict leanings. It’s like having a silent second jury in the gallery, showing you where sentiment shifts before the real jury ever deliberates.
Is this replacing live research?
No. PREVAiL strengthens it. Run simulations early to identify key issues and themes, then validate them with a focused live group. It’s a force multiplier—not a replacement—for traditional research.
Can I use PREVAiL for bench trials or arbitrations?
Yes. PREVAiL can model judicial reasoning patterns using past rulings, venue data, and decision-writing behavior, giving you a simulated panel or judge with human-like reasoning dynamics.
Can PREVAiL be used for mediation or settlement positioning?
Absolutely. Many clients use it to stress-test themes, quantify exposure, and predict settlement ranges before mediation. It’s often the first step in aligning counsel, carrier, and client on a data-driven risk posture.
What are “synthetic jurors,” and how real are they?
Each synthetic juror is constructed from real county-level demographic, psychographic, and attitudinal data. They’re layered with cognitive frameworks—bias, empathy, and moral reasoning—so they process arguments like people, not calculators.
How accurate are PREVAiL’s predictions?
PREVAiL models probability, not perfection. Across validation studies, simulated outcomes have shown 80–90% alignment with live mock trial and post-trial verdict results. The goal isn’t to predict the exact outcome—it’s to reveal the likely direction, emotion, and volatility of a verdict.
How does PREVAiL protect confidentiality?
All uploads and results are encrypted end-to-end. Case data never leaves your private workspace, and nothing is used to train public AI models. PREVAiL complies with enterprise security standards used by major carriers and law firms.
Technology and Validity
Use Cases and ROI
When should I use PREVAiL in the litigation lifecycle?
Ideally early—during discovery or mediation prep—to shape strategy while there’s still time to pivot. Many teams also use it mid-trial for shadow juries or post-trial for debriefing and training.
What kinds of cases benefit most?
Any case where perception drives outcome: catastrophic injury, insurance bad faith, commercial disputes, construction defects, employment, family law, and complex property losses. PREVAiL is built for high-stakes, emotionally charged litigation.
How do insurers and corporate clients use PREVAiL?
Carriers use it to quantify exposure, stress-test liability and damages theories, and set reserves. Corporate clients use it to align trial strategy and risk communication across counsel and internal stakeholders.
How much does it cost?
For now - call us to review your case and discuss pricing.
What kind of measurable results have users seen?
Clients report faster consensus, fewer surprises at trial, and more efficient mediation outcomes. Some carriers have reallocated part of their mock-trial budgets to PREVAIL because it consistently surfaces key vulnerabilities earlier and cheaper.
Can PREVAiL project verdict ranges or damages outcomes?
Yes. PREVAiL includes predictive verdict modeling based on venue data, injury type, and juror sentiment. It doesn’t just indicate “win” or “lose”—it shows probability curves for liability splits, damages, and emotional tone.
How fast can I get results?
Upload your materials, run your first simulation, and see results in 24–48 hours. You can also refine and rerun scenarios as your case evolves.
Do I need training or support?
Minimal. Most users are up and running after one onboarding session. Complex cases can add a “Consultant-in-the-Booth”—a trial psychologist who interprets outputs and helps refine strategy.
Can PREVAiL integrate with our case management or document system?
Yes. The platform supports secure API connections for most standard litigation management systems, allowing seamless import of case documents and exhibits.
Can PREVAiL be white-labeled for firm or carrier use?
Yes. Enterprise and carrier partners can deploy PREVAiL as a private-labeled internal platform—maintaining their own data environment while leveraging our behavioral engine and juror simulation framework.
Implementation and Experience
Steve Post
PARTNER, FULLENWEIDER WILHITE
PREVAiL helps us understand how decision-makers process financial complexity and fairness. Rick’s constant involvement allows us to adjust strategy in real time, whether we are moving toward settlement or preparing for trial.
Bobby Newman
FOUNDER, REYNAL LAW FIRM
In highly contentious custody cases, Rick’s availability and judgment are invaluable. He is engaged day to day, helping think through tone, framing, and credibility risks as the case develops. Using PREVAiL with Rick allows us to test how parenting narratives and allegations land before walking into court.