90% faster reserve analysis
AI agent for Reserving Actuaries
AI agent for Reserving Actuaries
AI agent for Reserving Actuaries
From weeks of analysis to hours
From weeks of analysis to hours
From weeks of analysis to hours
Delegate the data-intensive work of IBNR reserve estimation to a specialized AI agent. It analyzes historical claims data, identifies loss development patterns, applies chain ladder and Bornhuetter-Ferguson methods, and validates assumptions, allowing actuaries to focus on strategic reserve decisions and regulatory compliance.

Ideal for
Reserving Actuaries
Actuarial Analysts
Chief Actuaries

See AI agent for Reserving Actuaries in action
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See AI agent for Reserving Actuaries in action
Play video

Q4 2024 IBNR Reserve Analysis
See AI agent for Reserving Actuaries in action
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Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Time comparison
Traditional way
2-3 weeks per quarter
With V7 Go agents
4-6 hours
Average time saved
90%
Why V7 Go
Automated Claims Triangle Processing
Extracts and validates claims data from loss runs, policy systems, and historical triangles, automatically organizing data by accident year, development period, and line of business for immediate analysis.
Automated Claims Triangle Processing
Extracts and validates claims data from loss runs, policy systems, and historical triangles, automatically organizing data by accident year, development period, and line of business for immediate analysis.
Loss Development Pattern Recognition
Identifies historical development patterns using chain ladder, Bornhuetter-Ferguson, and expected loss ratio methods, calculating age-to-age factors and tail factors with statistical confidence intervals.
Loss Development Pattern Recognition
Identifies historical development patterns using chain ladder, Bornhuetter-Ferguson, and expected loss ratio methods, calculating age-to-age factors and tail factors with statistical confidence intervals.
Multi-Method Reserve Calculation
Applies multiple actuarial methods simultaneously, comparing results across chain ladder, BF, and Cape Cod approaches to provide a comprehensive view of reserve adequacy and methodology sensitivity.
Multi-Method Reserve Calculation
Applies multiple actuarial methods simultaneously, comparing results across chain ladder, BF, and Cape Cod approaches to provide a comprehensive view of reserve adequacy and methodology sensitivity.
Assumption Validation and Testing
Tests key assumptions by analyzing historical accuracy, identifying outliers in development patterns, and flagging potential issues with selected loss ratios or development factors before final reserve selection.
Assumption Validation and Testing
Tests key assumptions by analyzing historical accuracy, identifying outliers in development patterns, and flagging potential issues with selected loss ratios or development factors before final reserve selection.
Regulatory Documentation Generation
Creates audit-ready documentation of reserve calculations, including methodology descriptions, assumption justifications, and sensitivity analyses required for regulatory filings and internal governance.
Regulatory Documentation Generation
Creates audit-ready documentation of reserve calculations, including methodology descriptions, assumption justifications, and sensitivity analyses required for regulatory filings and internal governance.
Cited and Verifiable Calculations
Links every reserve estimate back to the specific claims data, development factors, and assumptions used in the calculation, providing complete transparency and auditability for actuarial review and regulatory examination.
Cited and Verifiable Calculations
Links every reserve estimate back to the specific claims data, development factors, and assumptions used in the calculation, providing complete transparency and auditability for actuarial review and regulatory examination.
Analyzes all reserve data sources
To deliver comprehensive IBNR estimates.
Get started



Import your files
Microsoft Excel
,
Snowflake
,
Tableau
Import your files from whereever they are currently stored
All types of Insurance documents supported
Once imported our system extracts and organises the essentials
Features
Features
Results you can actually trust.
Reliable AI document processing toolkit.
Results you can trust.
Trustworthy AI document processing toolkit.
Supporting complex data formats.
From any source system.
Claims data comes in countless formats. This agent handles everything from standard loss triangles in Excel to raw claims extracts from legacy policy systems, automatically identifying accident years and development periods regardless of structure.
Input types
Multiple Data Sources
Complex Triangles
Historical Data
Multi-Segment
Document types
Excel Models
Database Extracts
Complex Tables
Time Series
CSV Files
Vendor_US.xlsx

12
Supply_2023.pptx

Review_Legal.pdf

Supporting complex data formats.
From any source system.
Claims data comes in countless formats. This agent handles everything from standard loss triangles in Excel to raw claims extracts from legacy policy systems, automatically identifying accident years and development periods regardless of structure.
Input types
Multiple Data Sources
Complex Triangles
Historical Data
Multi-Segment
Document types
Excel Models
Database Extracts
Complex Tables
Time Series
CSV Files
Vendor_US.xlsx

12
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate
through GenAI reasoning.
Reserve calculations demand precision. The agent uses sophisticated pattern recognition and statistical validation to ensure development factors, loss ratios, and ultimate loss estimates are calculated with actuarial-grade accuracy, ready for regulatory filing.
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.
Reserve calculations demand precision. The agent uses sophisticated pattern recognition and statistical validation to ensure development factors, loss ratios, and ultimate loss estimates are calculated with actuarial-grade accuracy, ready for regulatory filing.
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.
Verify every reserve estimate with confidence. Each calculation, development factor, and assumption is visually linked to the specific claims data and historical patterns used, providing complete transparency for actuarial review and regulatory examination.

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.
Verify every reserve estimate with confidence. Each calculation, development factor, and assumption is visually linked to the specific claims data and historical patterns used, providing complete transparency for actuarial review and regulatory examination.

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.
Claims data contains highly sensitive policyholder information and proprietary loss experience. V7 Go processes all reserve calculations within your secure environment, ensuring confidentiality and compliance with insurance data privacy regulations.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Claims data contains highly sensitive policyholder information and proprietary loss experience. V7 Go processes all reserve calculations within your secure environment, ensuring confidentiality and compliance with insurance data privacy regulations.
Certifications
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
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Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow


