90% faster risk assessment
AI agent for Cyber Liability Underwriters
From technical reports to risk scores
Delegate the complex task of cyber risk assessment to a specialized AI agent. It reads penetration test results, security questionnaires, and IT infrastructure documentation to extract vulnerability data, assess control effectiveness, and generate consistent ransomware risk scores for underwriting decisions.
Ideal for
Cyber Underwriters
Risk Engineers
Underwriting Teams
See AI agent for Cyber Liability Underwriters in action
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See AI agent for Cyber Liability Underwriters in action
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See AI agent for Cyber Liability Underwriters in action
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Cyber Risk Assessment - TechCorp Industries
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Time comparison
Time comparison
Traditional way
3-5 hours per submission
With V7 Go agents
15-20 minutes
Average time saved
90%
Why V7 Go
Why V7 Go
Technical Document Analysis
Reads and interprets penetration test reports, vulnerability scans, and security audit findings to extract critical risk indicators, even from highly technical documentation with complex formatting.
Technical Document Analysis
Reads and interprets penetration test reports, vulnerability scans, and security audit findings to extract critical risk indicators, even from highly technical documentation with complex formatting.
Technical Document Analysis
Reads and interprets penetration test reports, vulnerability scans, and security audit findings to extract critical risk indicators, even from highly technical documentation with complex formatting.
Technical Document Analysis
Reads and interprets penetration test reports, vulnerability scans, and security audit findings to extract critical risk indicators, even from highly technical documentation with complex formatting.
Security Control Verification
Evaluates the effectiveness of implemented security controls by cross-referencing questionnaire responses with technical evidence from penetration tests and configuration reviews.
Security Control Verification
Evaluates the effectiveness of implemented security controls by cross-referencing questionnaire responses with technical evidence from penetration tests and configuration reviews.
Security Control Verification
Evaluates the effectiveness of implemented security controls by cross-referencing questionnaire responses with technical evidence from penetration tests and configuration reviews.
Security Control Verification
Evaluates the effectiveness of implemented security controls by cross-referencing questionnaire responses with technical evidence from penetration tests and configuration reviews.
Ransomware Risk Scoring
Generates consistent, data-driven ransomware risk scores based on vulnerability severity, control gaps, and attack surface analysis, aligned with your underwriting guidelines.
Ransomware Risk Scoring
Generates consistent, data-driven ransomware risk scores based on vulnerability severity, control gaps, and attack surface analysis, aligned with your underwriting guidelines.
Ransomware Risk Scoring
Generates consistent, data-driven ransomware risk scores based on vulnerability severity, control gaps, and attack surface analysis, aligned with your underwriting guidelines.
Ransomware Risk Scoring
Generates consistent, data-driven ransomware risk scores based on vulnerability severity, control gaps, and attack surface analysis, aligned with your underwriting guidelines.
Vulnerability Prioritization
Identifies and ranks the most critical security weaknesses that directly impact ransomware susceptibility, helping underwriters focus on material risk factors.
Vulnerability Prioritization
Identifies and ranks the most critical security weaknesses that directly impact ransomware susceptibility, helping underwriters focus on material risk factors.
Vulnerability Prioritization
Identifies and ranks the most critical security weaknesses that directly impact ransomware susceptibility, helping underwriters focus on material risk factors.
Vulnerability Prioritization
Identifies and ranks the most critical security weaknesses that directly impact ransomware susceptibility, helping underwriters focus on material risk factors.
Compliance Gap Detection
Flags deviations from industry security frameworks like NIST, CIS Controls, or ISO 27001, providing clear evidence of control deficiencies that increase cyber exposure.
Compliance Gap Detection
Flags deviations from industry security frameworks like NIST, CIS Controls, or ISO 27001, providing clear evidence of control deficiencies that increase cyber exposure.
Compliance Gap Detection
Flags deviations from industry security frameworks like NIST, CIS Controls, or ISO 27001, providing clear evidence of control deficiencies that increase cyber exposure.
Compliance Gap Detection
Flags deviations from industry security frameworks like NIST, CIS Controls, or ISO 27001, providing clear evidence of control deficiencies that increase cyber exposure.
Auditable Risk Rationale
Every risk score and finding is linked directly to specific evidence in the source documents with AI Citations, creating a complete audit trail for underwriting decisions and regulatory review.
Auditable Risk Rationale
Every risk score and finding is linked directly to specific evidence in the source documents with AI Citations, creating a complete audit trail for underwriting decisions and regulatory review.
Auditable Risk Rationale
Every risk score and finding is linked directly to specific evidence in the source documents with AI Citations, creating a complete audit trail for underwriting decisions and regulatory review.
Auditable Risk Rationale
Every risk score and finding is linked directly to specific evidence in the source documents with AI Citations, creating a complete audit trail for underwriting decisions and regulatory review.
Analyzes technical security documentation
To deliver consistent ransomware risk scores.
Get started
Get started
Import your files
Salesforce
,
Microsoft Sharepoint Online
,
Google Drive
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 your underwriting guidelines.
Connect AI to your underwriting guidelines.
Turn technical security data into consistent risk scores.
Turn technical security data into consistent risk scores.
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.
Cyber submissions include diverse technical documentation in varying formats. This agent handles everything from detailed penetration test reports with complex tables to scanned security questionnaires and network diagrams, extracting risk-relevant data regardless of document structure.
Input types
50+ languages
Technical Diagrams
200 pages
Multi-modal
Document types
PDFs
Complex Tables
Network Diagrams
Scan Results
Spreadsheets
Vendor_US.xlsx
3
Supply_2023.pptx
Review_Legal.pdf
Supporting complex documents.
Up to 200 pages.
Cyber submissions include diverse technical documentation in varying formats. This agent handles everything from detailed penetration test reports with complex tables to scanned security questionnaires and network diagrams, extracting risk-relevant data regardless of document structure.
Input types
50+ languages
Technical Diagrams
200 pages
Multi-modal
Document types
PDFs
Complex Tables
Network Diagrams
Scan Results
Spreadsheets
Vendor_US.xlsx
3
Supply_2023.pptx
Review_Legal.pdf
Supporting complex documents.
Up to 200 pages.
Cyber submissions include diverse technical documentation in varying formats. This agent handles everything from detailed penetration test reports with complex tables to scanned security questionnaires and network diagrams, extracting risk-relevant data regardless of document structure.
Input types
50+ languages
Technical Diagrams
200 pages
Multi-modal
Document types
PDFs
Complex Tables
Network Diagrams
Scan Results
Spreadsheets
Vendor_US.xlsx
3
Supply_2023.pptx
Review_Legal.pdf
Reach 99% accuracy rate
through GenAI reasoning.
Accurate risk assessment depends on precise data extraction from technical reports. The agent uses sophisticated workflows to correctly interpret CVSS scores, vulnerability classifications, and control implementation status, ensuring reliable ransomware risk scoring.
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.
Accurate risk assessment depends on precise data extraction from technical reports. The agent uses sophisticated workflows to correctly interpret CVSS scores, vulnerability classifications, and control implementation status, ensuring reliable ransomware risk scoring.
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.
Accurate risk assessment depends on precise data extraction from technical reports. The agent uses sophisticated workflows to correctly interpret CVSS scores, vulnerability classifications, and control implementation status, ensuring reliable ransomware risk scoring.
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 confidence in automated risk assessments. Every vulnerability finding, control gap, and risk score is visually linked to its exact source in the technical documentation, providing complete transparency for underwriting decisions and regulatory audits.
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 confidence in automated risk assessments. Every vulnerability finding, control gap, and risk score is visually linked to its exact source in the technical documentation, providing complete transparency for underwriting decisions and regulatory audits.
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 confidence in automated risk assessments. Every vulnerability finding, control gap, and risk score is visually linked to its exact source in the technical documentation, providing complete transparency for underwriting decisions and regulatory audits.
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.
Cyber submissions contain highly sensitive security information about corporate IT infrastructure. V7 Go processes these documents within your secure environment, ensuring confidentiality and compliance with data protection requirements. Submission data is never used for external purposes.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Cyber submissions contain highly sensitive security information about corporate IT infrastructure. V7 Go processes these documents within your secure environment, ensuring confidentiality and compliance with data protection requirements. Submission data is never used for external purposes.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Cyber submissions contain highly sensitive security information about corporate IT infrastructure. V7 Go processes these documents within your secure environment, ensuring confidentiality and compliance with data protection requirements. Submission data is never used for external purposes.
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 Cyber Liability Underwriters
How does the agent handle highly technical security reports?
The agent is designed to interpret technical cybersecurity language, including CVE identifiers, CVSS scores, and security framework references. It extracts the business-relevant risk implications from technical findings and translates them into underwriting-friendly assessments.
+
How does the agent handle highly technical security reports?
The agent is designed to interpret technical cybersecurity language, including CVE identifiers, CVSS scores, and security framework references. It extracts the business-relevant risk implications from technical findings and translates them into underwriting-friendly assessments.
+
How does the agent handle highly technical security reports?
The agent is designed to interpret technical cybersecurity language, including CVE identifiers, CVSS scores, and security framework references. It extracts the business-relevant risk implications from technical findings and translates them into underwriting-friendly assessments.
+
Can it assess different types of security documentation?
Yes. The agent processes multiple document types including penetration test reports, vulnerability scan results, security questionnaires, IT audit findings, and network architecture diagrams, synthesizing insights across all sources.
+
Can it assess different types of security documentation?
Yes. The agent processes multiple document types including penetration test reports, vulnerability scan results, security questionnaires, IT audit findings, and network architecture diagrams, synthesizing insights across all sources.
+
Can it assess different types of security documentation?
Yes. The agent processes multiple document types including penetration test reports, vulnerability scan results, security questionnaires, IT audit findings, and network architecture diagrams, synthesizing insights across all sources.
+
How does it determine ransomware risk scores?
The agent evaluates multiple risk factors including endpoint protection effectiveness, backup and recovery capabilities, privileged access controls, network segmentation, and patch management practices. You can customize the scoring methodology to align with your carrier's risk appetite and underwriting guidelines.
+
How does it determine ransomware risk scores?
The agent evaluates multiple risk factors including endpoint protection effectiveness, backup and recovery capabilities, privileged access controls, network segmentation, and patch management practices. You can customize the scoring methodology to align with your carrier's risk appetite and underwriting guidelines.
+
How does it determine ransomware risk scores?
The agent evaluates multiple risk factors including endpoint protection effectiveness, backup and recovery capabilities, privileged access controls, network segmentation, and patch management practices. You can customize the scoring methodology to align with your carrier's risk appetite and underwriting guidelines.
+
Does it replace the need for security expertise?
No. The agent accelerates the initial technical review and provides consistent risk scoring, but underwriters and risk engineers retain final decision authority. It frees technical experts to focus on complex cases and strategic risk assessment rather than routine document review.
+
Does it replace the need for security expertise?
No. The agent accelerates the initial technical review and provides consistent risk scoring, but underwriters and risk engineers retain final decision authority. It frees technical experts to focus on complex cases and strategic risk assessment rather than routine document review.
+
Does it replace the need for security expertise?
No. The agent accelerates the initial technical review and provides consistent risk scoring, but underwriters and risk engineers retain final decision authority. It frees technical experts to focus on complex cases and strategic risk assessment rather than routine document review.
+
How does it handle incomplete or inconsistent submissions?
The agent identifies missing information and flags inconsistencies between questionnaire responses and technical evidence. It generates a list of follow-up questions to request from the insured, ensuring complete risk assessment.
+
How does it handle incomplete or inconsistent submissions?
The agent identifies missing information and flags inconsistencies between questionnaire responses and technical evidence. It generates a list of follow-up questions to request from the insured, ensuring complete risk assessment.
+
How does it handle incomplete or inconsistent submissions?
The agent identifies missing information and flags inconsistencies between questionnaire responses and technical evidence. It generates a list of follow-up questions to request from the insured, ensuring complete risk assessment.
+
What is the final output format?
The agent delivers a structured risk assessment report that includes an overall ransomware risk score, prioritized vulnerability findings, control effectiveness ratings, and specific recommendations. This can be customized to populate your underwriting system or generate standardized risk reports.
+
What is the final output format?
The agent delivers a structured risk assessment report that includes an overall ransomware risk score, prioritized vulnerability findings, control effectiveness ratings, and specific recommendations. This can be customized to populate your underwriting system or generate standardized risk reports.
+
What is the final output format?
The agent delivers a structured risk assessment report that includes an overall ransomware risk score, prioritized vulnerability findings, control effectiveness ratings, and specific recommendations. This can be customized to populate your underwriting system or generate standardized risk reports.
+
Next steps
Next steps
Tired of manually reviewing penetration test reports?
Send us a sample cyber submission with technical documentation, and we'll show you how our agent generates a complete risk assessment in minutes.
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: