90% faster program analysis
AI agent for Program Managers
Know which programs drive profit
Delegate complex program profitability analysis to a specialized AI agent. It consolidates data from policy administration systems, claims databases, and financial reports to assess the true performance of each niche insurance program in your portfolio, enabling data-driven decisions on pricing, capacity, and program continuation.

Ideal for
Managing General Agents
Program Managers
Underwriting Leadership

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Winery Program Analysis
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Time comparison
Time comparison
Traditional way
3-5 days per program
With V7 Go agents
2-3 hours
Average time saved
90%
Why V7 Go
Why V7 Go
Multi-Source Data Consolidation
Automatically extracts and consolidates data from policy administration systems, claims platforms, financial reports, and reinsurance statements to create a unified view of program performance.
Multi-Source Data Consolidation
Automatically extracts and consolidates data from policy administration systems, claims platforms, financial reports, and reinsurance statements to create a unified view of program performance.
Multi-Source Data Consolidation
Automatically extracts and consolidates data from policy administration systems, claims platforms, financial reports, and reinsurance statements to create a unified view of program performance.
Multi-Source Data Consolidation
Automatically extracts and consolidates data from policy administration systems, claims platforms, financial reports, and reinsurance statements to create a unified view of program performance.
Loss Ratio Analysis
Calculates loss ratios, combined ratios, and expense ratios by program, identifying trends and outliers that signal profitability concerns or opportunities for rate adjustments.
Loss Ratio Analysis
Calculates loss ratios, combined ratios, and expense ratios by program, identifying trends and outliers that signal profitability concerns or opportunities for rate adjustments.
Loss Ratio Analysis
Calculates loss ratios, combined ratios, and expense ratios by program, identifying trends and outliers that signal profitability concerns or opportunities for rate adjustments.
Loss Ratio Analysis
Calculates loss ratios, combined ratios, and expense ratios by program, identifying trends and outliers that signal profitability concerns or opportunities for rate adjustments.
Premium and Exposure Tracking
Monitors written premium, earned premium, and exposure growth across programs, flagging concentration risks and identifying underperforming segments within each niche.
Premium and Exposure Tracking
Monitors written premium, earned premium, and exposure growth across programs, flagging concentration risks and identifying underperforming segments within each niche.
Premium and Exposure Tracking
Monitors written premium, earned premium, and exposure growth across programs, flagging concentration risks and identifying underperforming segments within each niche.
Premium and Exposure Tracking
Monitors written premium, earned premium, and exposure growth across programs, flagging concentration risks and identifying underperforming segments within each niche.
Claims Pattern Recognition
Analyzes claim frequency, severity, and reserve adequacy by program, identifying emerging loss trends before they materially impact profitability and enabling proactive underwriting adjustments.
Claims Pattern Recognition
Analyzes claim frequency, severity, and reserve adequacy by program, identifying emerging loss trends before they materially impact profitability and enabling proactive underwriting adjustments.
Claims Pattern Recognition
Analyzes claim frequency, severity, and reserve adequacy by program, identifying emerging loss trends before they materially impact profitability and enabling proactive underwriting adjustments.
Claims Pattern Recognition
Analyzes claim frequency, severity, and reserve adequacy by program, identifying emerging loss trends before they materially impact profitability and enabling proactive underwriting adjustments.
Reinsurance Impact Assessment
Evaluates the impact of reinsurance treaties on net profitability, calculating ceded premium, recoveries, and net retention to determine true program economics.
Reinsurance Impact Assessment
Evaluates the impact of reinsurance treaties on net profitability, calculating ceded premium, recoveries, and net retention to determine true program economics.
Reinsurance Impact Assessment
Evaluates the impact of reinsurance treaties on net profitability, calculating ceded premium, recoveries, and net retention to determine true program economics.
Reinsurance Impact Assessment
Evaluates the impact of reinsurance treaties on net profitability, calculating ceded premium, recoveries, and net retention to determine true program economics.
Comparative Program Benchmarking
Compares performance metrics across all programs in your portfolio, ranking them by profitability and identifying best practices from top performers that can be applied to underperforming programs.
Comparative Program Benchmarking
Compares performance metrics across all programs in your portfolio, ranking them by profitability and identifying best practices from top performers that can be applied to underperforming programs.
Comparative Program Benchmarking
Compares performance metrics across all programs in your portfolio, ranking them by profitability and identifying best practices from top performers that can be applied to underperforming programs.
Comparative Program Benchmarking
Compares performance metrics across all programs in your portfolio, ranking them by profitability and identifying best practices from top performers that can be applied to underperforming programs.
Analyzes all program data sources
To deliver comprehensive profitability insights.
Get started
Get started



Import your files
Microsoft Excel
,
Google Sheets
,
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
Customer voices
Customer voices
Connect AI to your program data.
Connect AI to your program data.
Turn fragmented reports into clear profitability insights.
Turn fragmented reports into clear profitability insights.
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.
Program data comes in countless formats across different systems. This agent handles everything from policy system exports and claims database reports to reinsurance bordereaux and financial statements, extracting the metrics that matter regardless of source format.
Input types
50+ languages
Complex Tables
200 pages
Multi-modal
Document types
PDFs
System Exports
Tables
Graphs
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
Program data comes in countless formats across different systems. This agent handles everything from policy system exports and claims database reports to reinsurance bordereaux and financial statements, extracting the metrics that matter regardless of source format.
Input types
50+ languages
Complex Tables
200 pages
Multi-modal
Document types
PDFs
System Exports
Tables
Graphs
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
Program data comes in countless formats across different systems. This agent handles everything from policy system exports and claims database reports to reinsurance bordereaux and financial statements, extracting the metrics that matter regardless of source format.
Input types
50+ languages
Complex Tables
200 pages
Multi-modal
Document types
PDFs
System Exports
Tables
Graphs
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate
through GenAI reasoning.
Program profitability decisions require precise data. The agent uses multi-step workflows to ensure premium figures, loss amounts, and expense ratios are extracted with exceptional accuracy, ready to support strategic decisions about program continuation or exit.
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.
Program profitability decisions require precise data. The agent uses multi-step workflows to ensure premium figures, loss amounts, and expense ratios are extracted with exceptional accuracy, ready to support strategic decisions about program continuation or exit.
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.
Program profitability decisions require precise data. The agent uses multi-step workflows to ensure premium figures, loss amounts, and expense ratios are extracted with exceptional accuracy, ready to support strategic decisions about program continuation or exit.
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 metric with confidence. Each extracted data point, from written premium to incurred losses, is visually linked back to its source document, providing a complete audit trail that supports board presentations and regulatory reporting.

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 metric with confidence. Each extracted data point, from written premium to incurred losses, is visually linked back to its source document, providing a complete audit trail that supports board presentations and regulatory reporting.

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 metric with confidence. Each extracted data point, from written premium to incurred losses, is visually linked back to its source document, providing a complete audit trail that supports board presentations and regulatory reporting.

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.
Program data contains sensitive financial and underwriting information. V7 Go processes all documents within your secure environment, ensuring confidentiality and compliance with insurance data protection standards.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Program data contains sensitive financial and underwriting information. V7 Go processes all documents within your secure environment, ensuring confidentiality and compliance with insurance data protection standards.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Program data contains sensitive financial and underwriting information. V7 Go processes all documents within your secure environment, ensuring confidentiality and compliance with insurance data protection standards.
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 Program Managers
How does the agent handle data from different policy systems?
The agent is designed to work with data exports from major policy administration platforms. It uses intelligent parsing to extract relevant fields regardless of format variations, normalizing data into a consistent structure for analysis.
+
How does the agent handle data from different policy systems?
The agent is designed to work with data exports from major policy administration platforms. It uses intelligent parsing to extract relevant fields regardless of format variations, normalizing data into a consistent structure for analysis.
+
How does the agent handle data from different policy systems?
The agent is designed to work with data exports from major policy administration platforms. It uses intelligent parsing to extract relevant fields regardless of format variations, normalizing data into a consistent structure for analysis.
+
Can it analyze programs with complex reinsurance structures?
Yes. The agent processes reinsurance treaties, quota share agreements, and excess of loss structures to calculate net retained premium and losses, providing accurate profitability metrics that account for reinsurance impact.
+
Can it analyze programs with complex reinsurance structures?
Yes. The agent processes reinsurance treaties, quota share agreements, and excess of loss structures to calculate net retained premium and losses, providing accurate profitability metrics that account for reinsurance impact.
+
Can it analyze programs with complex reinsurance structures?
Yes. The agent processes reinsurance treaties, quota share agreements, and excess of loss structures to calculate net retained premium and losses, providing accurate profitability metrics that account for reinsurance impact.
+
What time period does the analysis cover?
The agent can analyze any time period based on the data provided, from monthly snapshots to multi-year trends. Most MGAs run quarterly analyses to track program performance and identify emerging issues early.
+
What time period does the analysis cover?
The agent can analyze any time period based on the data provided, from monthly snapshots to multi-year trends. Most MGAs run quarterly analyses to track program performance and identify emerging issues early.
+
What time period does the analysis cover?
The agent can analyze any time period based on the data provided, from monthly snapshots to multi-year trends. Most MGAs run quarterly analyses to track program performance and identify emerging issues early.
+
How does it identify which programs need rate increases?
The agent calculates loss ratios and combined ratios against your target thresholds, flagging programs that exceed acceptable levels. It also identifies loss trends and frequency patterns that indicate the need for pricing adjustments.
+
How does it identify which programs need rate increases?
The agent calculates loss ratios and combined ratios against your target thresholds, flagging programs that exceed acceptable levels. It also identifies loss trends and frequency patterns that indicate the need for pricing adjustments.
+
How does it identify which programs need rate increases?
The agent calculates loss ratios and combined ratios against your target thresholds, flagging programs that exceed acceptable levels. It also identifies loss trends and frequency patterns that indicate the need for pricing adjustments.
+
Can it segment analysis by geography or other variables?
Absolutely. The agent can segment program performance by state, region, policy size, distribution channel, or any other dimension present in your data, revealing geographic or segment-specific profitability issues.
+
Can it segment analysis by geography or other variables?
Absolutely. The agent can segment program performance by state, region, policy size, distribution channel, or any other dimension present in your data, revealing geographic or segment-specific profitability issues.
+
Can it segment analysis by geography or other variables?
Absolutely. The agent can segment program performance by state, region, policy size, distribution channel, or any other dimension present in your data, revealing geographic or segment-specific profitability issues.
+
What format is the final output?
The agent delivers a structured Excel workbook with program-level metrics, trend charts, and comparative rankings. Every data point is linked to source documents, creating a fully auditable analysis that supports strategic decisions.
+
What format is the final output?
The agent delivers a structured Excel workbook with program-level metrics, trend charts, and comparative rankings. Every data point is linked to source documents, creating a fully auditable analysis that supports strategic decisions.
+
What format is the final output?
The agent delivers a structured Excel workbook with program-level metrics, trend charts, and comparative rankings. Every data point is linked to source documents, creating a fully auditable analysis that supports strategic decisions.
+
Next steps
Next steps
Still manually pulling program data from multiple systems?
Share your program reports and we'll show you how our agent delivers comprehensive profitability analysis in hours instead of days.
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:
