FactAssess
sugeet@factassess.com +1 702 760 3038 +91-989 999 8198
Human Review for AI-Drafted Case Work
Your AI drafted it in minutes.
Someone still has to catch what it missed.
We verify and correct AI-generated demand letters and medical chronologies before they leave your office — checked line by line against the source record, by paralegals who've done this for 14+ years.
SEND A FILE FOR REVIEW → See how it works
DEMAND_DRAFT_v1.docx — AI OUTPUT
AI DRAFT · REVIEWED
On approximately March 2023 March 14, 2023, claimant presented to Memorial Orthopedic with complaints of general lower back pain lumbar radiculopathy, per Dr. Osei's exam notes p.12, following the motor vehicle collision of February 2023 February 28, 2023.
3 date discrepancies flagged against source records · 1 diagnosis mismatch corrected · verified against pp. 4, 12, 27
What We Do
Four ways we bridge the gap between your AI draft and what goes out to the adjuster
01
AI Draft Verification
Line-by-line accuracy check of AI-generated demand letters against the underlying medical records and case file, with a marked-up corrections copy.
02
Chronology Reconciliation
We rebuild and cross-verify multi-provider medical chronologies where AI tools tend to miss context — nursing home, mass tort, and complex malpractice files.
03
Source-Citation Audit
Every claim in the draft gets traced back to a page number in the record. If the AI can't show its source, we find it — or flag it.
04
Overflow Drafting
Full medical chronologies, demand letters, expense summaries etc. built from scratch for files too complex or sensitive to route through AI at all.
Our 4-Step Audit Process
1
Upload
Upload AI-Generated Draft + Medical Records
Secure client portal
Upload your AI-generated document (demand letter, chronology, deposition summary, etc.)
Attach underlying medical records, bills, and source documents
End-to-end encryption and data security
2
Verify
Our Reviewers Verify Every Factual Claim Against the Source
Source-traceability for every statement
Hallucination detection
ICD code accuracy
Medical treatment timelines
Damages & cost math
Formatting, consistency & compliance review
Expert legal-domain human oversight
3
Deliver
Receive an Audited Document + Audit Trail Memo
Audited/redlined version of your document
Detailed Audit Trail Memo with source citations
Verification summary and reviewer notes
Ready to use in settlement discussions, litigation, or discovery
4
Improve
Flagged Issues Come With Suggested Corrections
Not just red flags — we provide solutions
Clear explanation of why each issue matters
Suggested corrections and alternative language
Helps strengthen your case and save time
Value We Provide
Independent verification, built specifically for personal injury demand letters and medical chronologies.
Source-Traceable Accuracy
Every claim traced back to the source medical record — not just accepted because it reads convincingly.
Legal-Domain Certification
Certified by legal-domain reviewers trained specifically on personal injury medical-legal documentation — not generic QA staff.
Works With Any AI Platform
Tool-agnostic by design. Whether your firm uses Tavrn, ProPlaintiff, Law Practice AI, or another platform, we certify the output.
Fast Turnaround
Turnaround measured in hours, not days — verification that keeps pace with your AI drafting speed, not a bottleneck behind it.
14+
Years in legal process outsourcing
60+
US PI law firms served
24–48h
Typical turnaround on review files
100%
Human-reviewed before it leaves us
Why Law Firms Choose FactAssess
Your clients' data stays protected.
We follow HIPAA-compliant, ISO-certified handling procedures with continuous confidentiality controls. Your clients' information never leaves a secured chain of custody and is never used to train any AI model.
Your AI Tool. Your Choice.
FactAssess is tool-agnostic by design. Whether your firm drafts with Filevine, Supio, Tavrn, ProPlaintiff, Law Practice AI, or another platform, we audit the output the same rigorous way.
Legal-Domain Reviewers, Not Generalist QA
Our auditors are legal-domain reviewers trained specifically on personal injury medical-legal documentation, not generic QA staff. That specialization means every audit catches what a general reviewer would miss.
——————— See FactAssess Differentiators ———————
FAQs
Find answers to commonly asked questions about FactAssess.
AI drafting tools save hours, but they can also introduce dates, diagnoses, or citations that don't match the underlying record. Our auditors cross-check every claim in the draft against the source medical file and case documents, catching the errors that would otherwise slip into a demand letter or filing.
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