90% faster claim review
AI agent for Medical Malpractice Insurers
From weeks of chart review to hours
Delegate the complex task of medical record analysis to a specialized AI agent. It reviews patient charts, clinical notes, expert depositions, and treatment protocols to identify potential standard of care deviations, extract key clinical events, and flag liability indicators for your claims team.
Ideal for
Claims Adjusters
Defense Counsel
Medical Review Teams
See AI agent for Medical Malpractice Insurers in action
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See AI agent for Medical Malpractice Insurers in action
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See AI agent for Medical Malpractice Insurers in action
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Malpractice Claim Review - Case 2024-ML-4782
See AI agent for Medical Malpractice Insurers in action
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Time comparison
Time comparison
Traditional way
3-4 weeks
With V7 Go agents
4-6 hours
Average time saved
90%
Why V7 Go
Why V7 Go
Clinical Timeline Reconstruction
Automatically builds a chronological timeline of all clinical events, interventions, vital signs, medications, and physician orders from fragmented medical records and nursing notes.
Clinical Timeline Reconstruction
Automatically builds a chronological timeline of all clinical events, interventions, vital signs, medications, and physician orders from fragmented medical records and nursing notes.
Clinical Timeline Reconstruction
Automatically builds a chronological timeline of all clinical events, interventions, vital signs, medications, and physician orders from fragmented medical records and nursing notes.
Clinical Timeline Reconstruction
Automatically builds a chronological timeline of all clinical events, interventions, vital signs, medications, and physician orders from fragmented medical records and nursing notes.
Standard of Care Analysis
Compares documented treatment against established clinical guidelines, facility protocols, and specialty-specific standards of care to identify potential deviations.
Standard of Care Analysis
Compares documented treatment against established clinical guidelines, facility protocols, and specialty-specific standards of care to identify potential deviations.
Standard of Care Analysis
Compares documented treatment against established clinical guidelines, facility protocols, and specialty-specific standards of care to identify potential deviations.
Standard of Care Analysis
Compares documented treatment against established clinical guidelines, facility protocols, and specialty-specific standards of care to identify potential deviations.
Expert Testimony Validation
Cross-references expert witness assertions against actual medical record documentation to verify claims and identify unsupported opinions or factual inconsistencies.
Expert Testimony Validation
Cross-references expert witness assertions against actual medical record documentation to verify claims and identify unsupported opinions or factual inconsistencies.
Expert Testimony Validation
Cross-references expert witness assertions against actual medical record documentation to verify claims and identify unsupported opinions or factual inconsistencies.
Expert Testimony Validation
Cross-references expert witness assertions against actual medical record documentation to verify claims and identify unsupported opinions or factual inconsistencies.
Causation Chain Mapping
Traces the sequence of clinical decisions and outcomes to establish or refute causal relationships between alleged negligence and patient harm.
Causation Chain Mapping
Traces the sequence of clinical decisions and outcomes to establish or refute causal relationships between alleged negligence and patient harm.
Causation Chain Mapping
Traces the sequence of clinical decisions and outcomes to establish or refute causal relationships between alleged negligence and patient harm.
Causation Chain Mapping
Traces the sequence of clinical decisions and outcomes to establish or refute causal relationships between alleged negligence and patient harm.
Documentation Gap Detection
Identifies missing progress notes, unsigned orders, incomplete informed consent documentation, and other record deficiencies that impact liability assessment.
Documentation Gap Detection
Identifies missing progress notes, unsigned orders, incomplete informed consent documentation, and other record deficiencies that impact liability assessment.
Documentation Gap Detection
Identifies missing progress notes, unsigned orders, incomplete informed consent documentation, and other record deficiencies that impact liability assessment.
Documentation Gap Detection
Identifies missing progress notes, unsigned orders, incomplete informed consent documentation, and other record deficiencies that impact liability assessment.
Cited Evidence Trail
Links every liability finding directly to specific pages and sections in the medical record, creating a defensible audit trail for claim decisions and litigation strategy.
Cited Evidence Trail
Links every liability finding directly to specific pages and sections in the medical record, creating a defensible audit trail for claim decisions and litigation strategy.
Cited Evidence Trail
Links every liability finding directly to specific pages and sections in the medical record, creating a defensible audit trail for claim decisions and litigation strategy.
Cited Evidence Trail
Links every liability finding directly to specific pages and sections in the medical record, creating a defensible audit trail for claim decisions and litigation strategy.
Analyzes complete medical claim files
To identify liability indicators and standard of care deviations.
Get started
Get started
Import your files
Microsoft Sharepoint Online
,
Salesforce
,
Box
Import your files from whereever they are currently stored
All types of Insurance documents supported
Once imported our system extracts and organises the essentials
Customer voices
Customer voices
Connect AI to clinical standards.
Connect AI to clinical standards.
Turn complex medical records into clear liability assessments.
Turn complex medical records into clear liability assessments.
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Customer Voices
Industrial equipment sales
We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work.
Read the full story
Industrial equipment sales
We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work.
Read the full story
Insurance
We have six assessors. Before V7 Go, each would process around 15 claims a day, about 90 in total. With V7 Go, we’re expecting that to rise to around 20 claims per assessor, which adds up to an extra 30 claims a day. That’s the equivalent of two additional full-time assessors. Beyond the cost savings, there’s real reputational gains from fewer errors and faster turnaround times.
Read the full story
Insurance
We have six assessors. Before V7 Go, each would process around 15 claims a day, about 90 in total. With V7 Go, we’re expecting that to rise to around 20 claims per assessor, which adds up to an extra 30 claims a day. That’s the equivalent of two additional full-time assessors. Beyond the cost savings, there’s real reputational gains from fewer errors and faster turnaround times.
Read the full story
Real Estate
Prior to V7, people using the software were manually inputting data. Now it’s so much faster because it just reads it for them. On average, it saves our customers 45 minutes to an hour of work, and it’s more accurate.
Read the full story
Real Estate
Prior to V7, people using the software were manually inputting data. Now it’s so much faster because it just reads it for them. On average, it saves our customers 45 minutes to an hour of work, and it’s more accurate.
Read the full story
Industrial equipment sales
We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work.
Read the full story
Insurance
We have six assessors. Before V7 Go, each would process around 15 claims a day, about 90 in total. With V7 Go, we’re expecting that to rise to around 20 claims per assessor, which adds up to an extra 30 claims a day. That’s the equivalent of two additional full-time assessors. Beyond the cost savings, there’s real reputational gains from fewer errors and faster turnaround times.
Read the full story
Real Estate
Prior to V7, people using the software were manually inputting data. Now it’s so much faster because it just reads it for them. On average, it saves our customers 45 minutes to an hour of work, and it’s more accurate.
Read the full story
Finance
“Whenever I think about hiring, I first try to do it in V7 Go.” Discover how HITICCO uses V7 Go agents to accelerate and enrich their prospect research.
Read the full story
Finance
The experience with V7 has been fantastic. Very customized level of support. You feel like they really care about your outcome and objectives.
Read the full story
Features
Features
Results you can actually trust.
Reliable AI document processing toolkit.
Results you can trust.
Trustworthy AI document processing toolkit.
Supporting complex documents.
Up to 200 pages.
Medical records arrive in countless formats. This agent processes everything from handwritten physician notes and nursing flow sheets to typed operative reports and scanned lab results, regardless of document quality or structure.
Input types
50+ languages
Handwritten Notes
200 pages
Multi-modal
Document types
PDFs
Scanned Charts
Complex Tables
Medical Imaging
Lab Reports
Vendor_US.xlsx
3
Supply_2023.pptx
Review_Legal.pdf
Supporting complex documents.
Up to 200 pages.
Medical records arrive in countless formats. This agent processes everything from handwritten physician notes and nursing flow sheets to typed operative reports and scanned lab results, regardless of document quality or structure.
Input types
50+ languages
Handwritten Notes
200 pages
Multi-modal
Document types
PDFs
Scanned Charts
Complex Tables
Medical Imaging
Lab Reports
Vendor_US.xlsx
3
Supply_2023.pptx
Review_Legal.pdf
Supporting complex documents.
Up to 200 pages.
Medical records arrive in countless formats. This agent processes everything from handwritten physician notes and nursing flow sheets to typed operative reports and scanned lab results, regardless of document quality or structure.
Input types
50+ languages
Handwritten Notes
200 pages
Multi-modal
Document types
PDFs
Scanned Charts
Complex Tables
Medical Imaging
Lab Reports
Vendor_US.xlsx
3
Supply_2023.pptx
Review_Legal.pdf
Reach 99% accuracy rate
through GenAI reasoning.
Medical malpractice claims require absolute precision. The agent uses sophisticated clinical reasoning to accurately extract vital signs, medication dosages, procedure times, and clinical observations from complex medical documentation.
Model providers
Security note
V7 never trains models on your private data. We keep your data encrypted and allow you to deploy your own models.
Answer
Type
Text
Tool
o4 Mini
Reasoning effort
Min
Low
Mid
High
AI Citations
Inputs
Set a prompt (Press @ to mention an input)
Reach 99% accuracy rate
through GenAI reasoning.
Medical malpractice claims require absolute precision. The agent uses sophisticated clinical reasoning to accurately extract vital signs, medication dosages, procedure times, and clinical observations from complex medical documentation.
Model providers
Security note
V7 never trains models on your private data. We keep your data encrypted and allow you to deploy your own models.
Answer
Type
Text
Tool
o4 Mini
Reasoning effort
Min
Low
Mid
High
AI Citations
Inputs
Set a prompt (Press @ to mention an input)
Reach 99% accuracy rate
through GenAI reasoning.
Medical malpractice claims require absolute precision. The agent uses sophisticated clinical reasoning to accurately extract vital signs, medication dosages, procedure times, and clinical observations from complex medical documentation.
Model providers
Security note
V7 never trains models on your private data. We keep your data encrypted and allow you to deploy your own models.
Answer
Type
Text
Tool
o4 Mini
Reasoning effort
Min
Low
Mid
High
AI Citations
Inputs
Set a prompt (Press @ to mention an input)
Trustworthy results,
grounded in reality.
Build defensible claim decisions. Every identified standard of care deviation, timeline event, and expert opinion validation is visually linked to the exact page and section in the medical record where it appears.
Visual grounding in action
00:54
Deliberate Misrepresentation: During the trial, evidence was presented showing that John Doe deliberately misrepresented his income on multiple occasions over several years. This included falsifying documents, underreporting income, and inflating deductions to lower his tax liability. Such deliberate deception demonstrates intent to evade taxes.
Pattern of Behavior: The prosecution demonstrated a consistent pattern of behavior by John Doe, spanning several years, wherein he consistently failed to report substantial portions of his income. This pattern suggested a systematic attempt to evade taxes rather than mere oversight or misunderstanding.
Concealment of Assets: Forensic accounting revealed that John Doe had taken significant steps to conceal his assets offshore, including setting up shell companies and using complex financial structures to hide income from tax authorities. Such elaborate schemes indicate a deliberate effort to evade taxes and avoid detection.
Failure to Cooperate: Throughout the investigation and trial, John Doe displayed a lack of cooperation with tax authorities. He refused to provide requested documentation, obstructed the audit process, and failed to disclose relevant financial information. This obstructionism further supported the prosecution's argument of intentional tax evasion.
Prior Warning and Ignoring Compliance
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 198 15" xmlns="http://www.w3.org/2000/svg"><defs ><clipPath id="J0QEw1Ctk-2037569988-stroke"><use href="%23J0QEw1Ctk-2037569988"/></clipPath><path d="M 0 1 C 0 0.448 0.448 0 1 0 L 197 0 C 197.552 0 198 0.448 198 1 L 198 9 C 198 9.552 197.552 10 197 10 L 76 10 L 76 14 C 76 14.552 75.552 15 75 15 L 1 15 C 0.448 15 0 14.552 0 14 Z" id="J0QEw1Ctk-2037569988"/></defs><use fill="rgba(124, 58, 237, 0.1)" height="15px" href="%23J0QEw1Ctk-2037569988" id="J0QEw1Ctk" width="198px"/><use clip-path="url(%23J0QEw1Ctk-2037569988-stroke)" fill="transparent" href="%23J0QEw1Ctk-2037569988" stroke-dasharray="0" stroke-linecap="butt" stroke-linejoin="miter" stroke-miterlimit="4" stroke-width="1" stroke="rgb(124, 58, 237)"/></svg>)
02
01
01
02
Trustworthy results,
grounded in reality.
Build defensible claim decisions. Every identified standard of care deviation, timeline event, and expert opinion validation is visually linked to the exact page and section in the medical record where it appears.
Visual grounding in action
00:54
Deliberate Misrepresentation: During the trial, evidence was presented showing that John Doe deliberately misrepresented his income on multiple occasions over several years. This included falsifying documents, underreporting income, and inflating deductions to lower his tax liability. Such deliberate deception demonstrates intent to evade taxes.
Pattern of Behavior: The prosecution demonstrated a consistent pattern of behavior by John Doe, spanning several years, wherein he consistently failed to report substantial portions of his income. This pattern suggested a systematic attempt to evade taxes rather than mere oversight or misunderstanding.
Concealment of Assets: Forensic accounting revealed that John Doe had taken significant steps to conceal his assets offshore, including setting up shell companies and using complex financial structures to hide income from tax authorities. Such elaborate schemes indicate a deliberate effort to evade taxes and avoid detection.
Failure to Cooperate: Throughout the investigation and trial, John Doe displayed a lack of cooperation with tax authorities. He refused to provide requested documentation, obstructed the audit process, and failed to disclose relevant financial information. This obstructionism further supported the prosecution's argument of intentional tax evasion.
Prior Warning and Ignoring Compliance
02
01
01
02
Trustworthy results,
grounded in reality.
Build defensible claim decisions. Every identified standard of care deviation, timeline event, and expert opinion validation is visually linked to the exact page and section in the medical record where it appears.
Visual grounding in action
00:54
Deliberate Misrepresentation: During the trial, evidence was presented showing that John Doe deliberately misrepresented his income on multiple occasions over several years. This included falsifying documents, underreporting income, and inflating deductions to lower his tax liability. Such deliberate deception demonstrates intent to evade taxes.
Pattern of Behavior: The prosecution demonstrated a consistent pattern of behavior by John Doe, spanning several years, wherein he consistently failed to report substantial portions of his income. This pattern suggested a systematic attempt to evade taxes rather than mere oversight or misunderstanding.
Concealment of Assets: Forensic accounting revealed that John Doe had taken significant steps to conceal his assets offshore, including setting up shell companies and using complex financial structures to hide income from tax authorities. Such elaborate schemes indicate a deliberate effort to evade taxes and avoid detection.
Failure to Cooperate: Throughout the investigation and trial, John Doe displayed a lack of cooperation with tax authorities. He refused to provide requested documentation, obstructed the audit process, and failed to disclose relevant financial information. This obstructionism further supported the prosecution's argument of intentional tax evasion.
Prior Warning and Ignoring Compliance
02
01
01
02
Enterprise grade security
for high-stake industries.
Medical records contain protected health information subject to HIPAA regulations. V7 Go processes all patient data within your secure environment, maintaining strict confidentiality and regulatory compliance throughout the review process.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Medical records contain protected health information subject to HIPAA regulations. V7 Go processes all patient data within your secure environment, maintaining strict confidentiality and regulatory compliance throughout the review process.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Medical records contain protected health information subject to HIPAA regulations. V7 Go processes all patient data within your secure environment, maintaining strict confidentiality and regulatory compliance throughout the review process.
Certifications
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
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Answers
Answers
What you need to know about our
AI agent for Medical Malpractice Insurers
How does the agent understand complex medical terminology?
The agent uses advanced language models trained on medical literature combined with your facility's specific protocols and standards. It recognizes clinical abbreviations, medication names, procedure codes, and specialty-specific terminology across all medical specialties.
+
How does the agent understand complex medical terminology?
The agent uses advanced language models trained on medical literature combined with your facility's specific protocols and standards. It recognizes clinical abbreviations, medication names, procedure codes, and specialty-specific terminology across all medical specialties.
+
How does the agent understand complex medical terminology?
The agent uses advanced language models trained on medical literature combined with your facility's specific protocols and standards. It recognizes clinical abbreviations, medication names, procedure codes, and specialty-specific terminology across all medical specialties.
+
Can it handle handwritten physician notes and nursing charts?
Yes. The agent processes both typed and handwritten clinical documentation, including physician progress notes, nursing flow sheets, and medication administration records, even when scanned at varying quality levels.
+
Can it handle handwritten physician notes and nursing charts?
Yes. The agent processes both typed and handwritten clinical documentation, including physician progress notes, nursing flow sheets, and medication administration records, even when scanned at varying quality levels.
+
Can it handle handwritten physician notes and nursing charts?
Yes. The agent processes both typed and handwritten clinical documentation, including physician progress notes, nursing flow sheets, and medication administration records, even when scanned at varying quality levels.
+
How does it determine what constitutes a standard of care deviation?
The agent references your Knowledge Hub containing clinical practice guidelines, facility policies, specialty board standards, and relevant medical literature. You can customize the reference standards based on jurisdiction and specialty.
+
How does it determine what constitutes a standard of care deviation?
The agent references your Knowledge Hub containing clinical practice guidelines, facility policies, specialty board standards, and relevant medical literature. You can customize the reference standards based on jurisdiction and specialty.
+
How does it determine what constitutes a standard of care deviation?
The agent references your Knowledge Hub containing clinical practice guidelines, facility policies, specialty board standards, and relevant medical literature. You can customize the reference standards based on jurisdiction and specialty.
+
Does this replace the need for medical expert review?
No. The agent performs the initial record review and flags potential issues, but medical experts still provide the clinical judgment and testimony required for claim resolution. It eliminates the tedious chart review work, allowing experts to focus on analysis.
+
Does this replace the need for medical expert review?
No. The agent performs the initial record review and flags potential issues, but medical experts still provide the clinical judgment and testimony required for claim resolution. It eliminates the tedious chart review work, allowing experts to focus on analysis.
+
Does this replace the need for medical expert review?
No. The agent performs the initial record review and flags potential issues, but medical experts still provide the clinical judgment and testimony required for claim resolution. It eliminates the tedious chart review work, allowing experts to focus on analysis.
+
How does it handle conflicting expert opinions?
The agent extracts and compares assertions from multiple expert reports and depositions, highlighting areas of agreement and disagreement. It then cross-references each opinion against the actual medical record to identify which claims are supported by documentation.
+
How does it handle conflicting expert opinions?
The agent extracts and compares assertions from multiple expert reports and depositions, highlighting areas of agreement and disagreement. It then cross-references each opinion against the actual medical record to identify which claims are supported by documentation.
+
How does it handle conflicting expert opinions?
The agent extracts and compares assertions from multiple expert reports and depositions, highlighting areas of agreement and disagreement. It then cross-references each opinion against the actual medical record to identify which claims are supported by documentation.
+
What is the final output format?
The agent delivers a structured liability assessment report with a clinical timeline, identified standard of care deviations, expert testimony analysis, and documentation gaps. Every finding includes direct citations to specific pages in the medical record.
+
What is the final output format?
The agent delivers a structured liability assessment report with a clinical timeline, identified standard of care deviations, expert testimony analysis, and documentation gaps. Every finding includes direct citations to specific pages in the medical record.
+
What is the final output format?
The agent delivers a structured liability assessment report with a clinical timeline, identified standard of care deviations, expert testimony analysis, and documentation gaps. Every finding includes direct citations to specific pages in the medical record.
+
Next steps
Next steps
Facing a complex malpractice claim with thousands of pages of medical records?
Send us a sample claim file with medical records and expert reports. We'll demonstrate how our agent identifies liability indicators and validates expert opinions in hours.
Uncover hidden liabilities
in
supplier contracts.
V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:
Uncover hidden liabilities
in
supplier contracts.
V7 Go transforms documents into strategic assets. 150+ enterprises are already on board: