Key decisions need KeyOpinions.
Evaluate case viability, surface risk, and identify the right experts before you commit time and capital.
Make early litigation decisions with structured clinical and technical intelligence — not guesswork.
// 01 Problem
Decisions made
in the dark.
Attorneys are forced to make early case decisions without structured clinical or technical intelligence, leading to poor case selection, inefficient expert use, and delayed clarity at the moments that matter most.
The cost isn't just financial — it's strategic. Every case pursued without proper intelligence is capital and time committed without the full picture.
Case decisions made without sufficient insight
Attorneys commit to cases before understanding the underlying clinical or technical complexity — leading to wasted spend, poor outcomes, and costly surprises at trial.
Expert selection is reactive, not informed
Identifying the right expert witness is often a last-minute scramble driven by referrals rather than case-specific data — resulting in poor fit, delayed timelines, and unnecessary fees.
Weak cases pursued, strong cases passed over
Without structured case signals, firms take on matters that shouldn't proceed and decline those that should — eroding profitability and client trust.
// 02 Solution
Structured intelligence
at intake.
KeyOpinions is a decision-support platform that brings structured case intelligence into the earliest stage of litigation — combining case signals, expert intelligence, and pattern-based insights to give attorneys clarity before they commit.
Case Signals
Structured analysis surfaces risk and viability indicators — clinical deviations, standard-of-care gaps, and precedent patterns — before you commit time or capital.
Expert Intelligence
Experts are matched to your case profile using fit scores that account for specialty alignment, prior testimony, and case-specific criteria — not referrals.
Pattern-Based Insights
Outcomes from similar cases inform your decision-making, helping you anticipate risk, assess case value, and identify the strongest path forward early.
“The right expert, identified at the right time, changes the trajectory of a case. KeyOpinions surfaces that clarity from day one — before you've committed to anything.”
// 03 Workflow
From intake
to decision.
A structured five-stage process that transforms raw case information into clear, actionable litigation decisions.
Expert FIT Score
The most relevant experts are identified based on case patterns — ranked by specialty alignment, prior testimony, and case-specific fit criteria.
Intake
Case details, claim type, and jurisdiction are structured at intake to establish the intelligence baseline for analysis.
Case Signals
Risk and viability indicators are surfaced — including clinical deviations, standard-of-care gaps, and precedent patterns scored against similar cases.
Expert FIT Score
The most relevant experts are identified based on case patterns — ranked by specialty alignment, prior testimony, and case-specific fit criteria.
Expert Vetting
Shortlisted experts are evaluated through structured, case-specific profiles — covering publication history, prior testimony, and credibility signals.
Final Decision
A clear, actionable case assessment gives your team the confidence to pursue, decline, or restructure — before committing time and capital.
// 04 Platform
Real analysis. Actionable outputs.
KeyOpinions produces structured case intelligence outputs — FIT scores, decision confidence signals, case value estimates, and flagged deviations from standard of care — giving attorneys the information they need to decide whether to pursue a case and which experts to engage.
Case Intelligence Summary · CASE-2847
Robert Martinez — Post-Operative Infection
FIT Score
Strong
Decision Confidence
89% · 142 similar cases
Case Value Signal
$1.2M – $2.8M
Critical Signals
7 Identified
Case Signals
Matched Experts
Sorted by Fit ScoreDr. Sarah Okonkwo
Orthopedic Surgery · Primary
Dr. James Whitfield
Infectious Disease · Primary
Dr. Priya Nair
Hospital Medicine · Secondary
// 05 Capabilities
Built for the
way cases work.
Every capability in KeyOpinions is designed around the actual decision points attorneys face — not generic AI features retrofitted to legal workflows.
AI-powered case evaluation
Automated analysis of case intake data against a structured model of clinical, technical, and jurisdictional variables — producing a clear viability signal before any attorney time is committed.
Expert matching and fit scoring
Each case is matched against a curated expert database using a composite fit score — accounting for specialty alignment, prior testimony, publication record, and case-type history.
Structured expert insights database
A continuously updated repository of expert witness profiles, organized by specialty, jurisdiction, and litigation history — built for precision retrieval, not keyword search.
Litigation intelligence and pattern recognition
Cross-case pattern analysis surfaces trends in outcomes, expert performance, and jurisdictional behavior — giving your team a strategic edge grounded in real litigation data.
// 06 Impact
Reduction in wasted spend
Structured case signals help firms avoid committing time and capital to matters that don't meet viability thresholds — reducing expert fees and case costs on non-viable matters.
Faster expert selection
FIT-scored expert matching replaces weeks of manual outreach and referral-chasing with case-specific, ranked recommendations available at intake.
Actionable signals at intake
High-confidence case signals — aligned with clinical standards and expert insight — are available from the moment a case enters the platform, not weeks later.
// Early Access
Make better case decisions
from day one.
Join leading firms using KeyOpinions for litigation intelligence. Early access is limited to qualifying practices.
No commitment required. We review all applications personally.