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// Platform Walkthrough

How KeyOpinions works

From case intake to expert selection — a structured, four-step process that turns raw case data into litigation-ready intelligence.

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// Step 01Case Intake

Submit your case in minutes

Upload medical records, incident summaries, and supporting documents. KeyOpinions accepts structured and unstructured inputs — no reformatting required.

  • Medical records & imaging reports
  • Incident summaries & timelines
  • Prior expert opinions
  • Jurisdiction & case metadata
app.keyopinions.com/cases/new

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New Case Intake

Step 1 of 3 — Upload case documents

1
Documents
2
Case Details
3
Review

Drop files here or browse

PDF, DOCX, ZIP — up to 500 MB per file

Uploaded Files

Martinez_MedicalRecords_2023.pdf

4.2 MB

OperativeReport_Oct2023.pdf

1.8 MB

PathologyReport_Final.pdf

892 KB

ImagingStudies_CT_MRI.zip

218 MB

// Step 02AI Analysis

Automated case intelligence

Our platform analyses case-specific deviations, jurisdictional precedent, and value signals — continuously refined through structured expert interactions — to produce a FIT score and confidence rating that guide your decision.

Standard-of-care deviation analysis
Jurisdictional precedent matching
Case value range estimation
Critical signal flagging
app.keyopinions.com/cases/CA-2024-0847/analysis

Case Intelligence · CASE-2847

Robert Martinez — Post-Operative Infection

Analysis Complete

FIT Score

Strong

Pursue recommended

Confidence

89%

142 similar cases

Case Value

$1.2M–$2.8M

Estimated range

Signals

7

Critical flags

Case Signals

Standard-of-Care DeviationFLAG
91%
Decision Confidence
89%
Precedent Alignment
85%
Jurisdictional Risk
44%

Flagged Deviations

Post-op infection onset within 48h — deviation from standard monitoring protocol

No documented informed consent for secondary procedure

Antibiotic prophylaxis dosage below recommended threshold

Discharge summary incomplete — missing follow-up instructions

AI Reasoning Summary

Analysis of 142 comparable post-operative infection cases in California jurisdiction indicates strong standard-of-care deviation. The 48-hour onset window, combined with documented monitoring gaps, aligns with outcomes resulting in plaintiff verdicts in 78% of precedent cases. Case value range reflects median settlement data adjusted for jurisdictional multipliers.

// Step 03Expert Matching

Ranked expert recommendations

Each case is matched to qualified expert witnesses using a composite fit score — specialty alignment, testimony history, publication record, and jurisdictional experience.

Fit Score Components

Specialty alignment95%
Testimony history88%
Publication record76%
Jurisdictional match91%
app.keyopinions.com/cases/CA-2024-0847/experts

Matched Experts · CASE-2847

Robert Martinez — Post-Operative Infection

Sorted by Fit Score
Filter
01

Dr. Sarah Okonkwo

Primary

Orthopedic Surgery · CA, NY, TX

38 cases24 publications
Post-op complicationsInfection protocolsStandard of care
94/100
Fit Score
02

Dr. James Whitfield

Primary

Infectious Disease · CA, FL

51 cases41 publications
Hospital-acquired infectionsAntibiotic protocols
89/100
Fit Score
03

Dr. Priya Nair

Secondary

Hospital Medicine · CA

29 cases17 publications
Discharge protocolsInformed consent
82/100
Fit Score
04

Dr. Marcus Chen

Secondary

General Surgery · CA, WA

22 cases12 publications
Surgical complicationsPost-op monitoring
77/100
Fit Score
// Step 04Decision Output

Actionable intelligence, not raw data

Receive a structured case report with pursue/pass recommendation, value range, flagged deviations, and expert shortlist — ready to share with your team.

  • Pursue / pass recommendation
  • Estimated case value range
  • Flagged standard-of-care deviations
  • Top 3 matched expert profiles
  • Exportable PDF report
app.keyopinions.com/cases/CA-2024-0847/report

Case Intelligence Report · CASE-2847

Robert Martinez — Post-Operative Infection

Generated April 8, 2025 · California Jurisdiction

PURSUE
Recommendation

FIT Score

Strong

Confidence

89%

Est. Value

$1.2M–$2.8M

Key Findings

Standard-of-care deviation confirmed — 91% signal strength

No documented informed consent for secondary procedure

Antibiotic prophylaxis below recommended threshold

Discharge summary incomplete

Expert Shortlist

Dr. Sarah Okonkwo

Orthopedic Surgery

94/100

Dr. James Whitfield

Infectious Disease

89/100

Dr. Priya Nair

Hospital Medicine

82/100

Case Intelligence Report

PDF · 12 pages · Ready to export

// Ready to start

See it in action
with your cases.

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