90% faster lineage mapping
AI agent for Data Governance Officers
From manual lineage tracing to automated compliance
Delegate data lineage mapping and quality validation to a specialized AI agent. It traces data flows across systems, validates quality metrics against your governance framework, and documents compliance with regulatory requirements, allowing your governance team to focus on strategic data initiatives.
Ideal for
Data Governance Teams
Risk & Compliance
Data Quality Officers
See AI agent for Data Governance Officers in action
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See AI agent for Data Governance Officers in action
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See AI agent for Data Governance Officers in action
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Customer Data Lineage Review
See AI agent for Data Governance Officers in action
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Time comparison
Time comparison
Traditional way
3-4 weeks
With V7 Go agents
2-3 days
Average time saved
90%
Why V7 Go
Why V7 Go
Automated Lineage Mapping
Traces data flows from source systems through transformation layers to final consumption points, creating visual lineage maps that document the complete journey of critical data elements.
Automated Lineage Mapping
Traces data flows from source systems through transformation layers to final consumption points, creating visual lineage maps that document the complete journey of critical data elements.
Automated Lineage Mapping
Traces data flows from source systems through transformation layers to final consumption points, creating visual lineage maps that document the complete journey of critical data elements.
Automated Lineage Mapping
Traces data flows from source systems through transformation layers to final consumption points, creating visual lineage maps that document the complete journey of critical data elements.
Quality Metric Validation
Validates data quality metrics against your governance framework, identifying completeness gaps, accuracy issues, and consistency violations across data assets.
Quality Metric Validation
Validates data quality metrics against your governance framework, identifying completeness gaps, accuracy issues, and consistency violations across data assets.
Quality Metric Validation
Validates data quality metrics against your governance framework, identifying completeness gaps, accuracy issues, and consistency violations across data assets.
Quality Metric Validation
Validates data quality metrics against your governance framework, identifying completeness gaps, accuracy issues, and consistency violations across data assets.
Regulatory Compliance Mapping
Maps data lineage to specific regulatory requirements like BCBS 239, demonstrating compliance with data aggregation and reporting principles for risk management.
Regulatory Compliance Mapping
Maps data lineage to specific regulatory requirements like BCBS 239, demonstrating compliance with data aggregation and reporting principles for risk management.
Regulatory Compliance Mapping
Maps data lineage to specific regulatory requirements like BCBS 239, demonstrating compliance with data aggregation and reporting principles for risk management.
Regulatory Compliance Mapping
Maps data lineage to specific regulatory requirements like BCBS 239, demonstrating compliance with data aggregation and reporting principles for risk management.
Impact Analysis
Analyzes downstream impacts of data changes, identifying all systems, reports, and processes affected by modifications to source data or transformation logic.
Impact Analysis
Analyzes downstream impacts of data changes, identifying all systems, reports, and processes affected by modifications to source data or transformation logic.
Impact Analysis
Analyzes downstream impacts of data changes, identifying all systems, reports, and processes affected by modifications to source data or transformation logic.
Impact Analysis
Analyzes downstream impacts of data changes, identifying all systems, reports, and processes affected by modifications to source data or transformation logic.
Data Dictionary Enrichment
Enriches data dictionaries with business context, technical metadata, and lineage information, creating a comprehensive catalog of data assets and their relationships.
Data Dictionary Enrichment
Enriches data dictionaries with business context, technical metadata, and lineage information, creating a comprehensive catalog of data assets and their relationships.
Data Dictionary Enrichment
Enriches data dictionaries with business context, technical metadata, and lineage information, creating a comprehensive catalog of data assets and their relationships.
Data Dictionary Enrichment
Enriches data dictionaries with business context, technical metadata, and lineage information, creating a comprehensive catalog of data assets and their relationships.
Audit Trail Documentation
Creates complete audit trails linking data governance findings to source documentation, providing verifiable evidence for regulatory examinations and internal audits.
Audit Trail Documentation
Creates complete audit trails linking data governance findings to source documentation, providing verifiable evidence for regulatory examinations and internal audits.
Audit Trail Documentation
Creates complete audit trails linking data governance findings to source documentation, providing verifiable evidence for regulatory examinations and internal audits.
Audit Trail Documentation
Creates complete audit trails linking data governance findings to source documentation, providing verifiable evidence for regulatory examinations and internal audits.
Analyzes data architecture documentation
To map complete data lineage and validate quality.
Get started
Get started
Import your files
Snowflake
,
Tableau
,
Microsoft SQL Server
Import your files from whereever they are currently stored
All types of Finance documents supported
Once imported our system extracts and organises the essentials
Customer voices
Customer voices
Connect AI to your data governance framework.
Connect AI to your data governance framework.
Turn manual lineage tracing into automated compliance documentation.
Turn manual lineage tracing into automated compliance documentation.
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.
Data architecture documentation comes in many forms. This agent handles technical specifications, data dictionaries, ETL documentation, and system integration diagrams regardless of format or structure.
Input types
Technical Diagrams
Multi-System Flows
200 pages
Multi-modal
Document types
PDFs
Diagrams
Complex Tables
Flow Charts
Spreadsheets
Vendor_US.xlsx
3
Supply_2023.pptx
Review_Legal.pdf
Supporting complex documents.
Up to 200 pages.
Data architecture documentation comes in many forms. This agent handles technical specifications, data dictionaries, ETL documentation, and system integration diagrams regardless of format or structure.
Input types
Technical Diagrams
Multi-System Flows
200 pages
Multi-modal
Document types
PDFs
Diagrams
Complex Tables
Flow Charts
Spreadsheets
Vendor_US.xlsx
3
Supply_2023.pptx
Review_Legal.pdf
Supporting complex documents.
Up to 200 pages.
Data architecture documentation comes in many forms. This agent handles technical specifications, data dictionaries, ETL documentation, and system integration diagrams regardless of format or structure.
Input types
Technical Diagrams
Multi-System Flows
200 pages
Multi-modal
Document types
PDFs
Diagrams
Complex Tables
Flow Charts
Spreadsheets
Vendor_US.xlsx
3
Supply_2023.pptx
Review_Legal.pdf
Reach 99% accuracy rate
through GenAI reasoning.
Data governance requires precision. The agent uses sophisticated analysis to accurately trace data lineage, validate quality metrics, and identify compliance gaps with the accuracy needed for regulatory reporting.
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.
Data governance requires precision. The agent uses sophisticated analysis to accurately trace data lineage, validate quality metrics, and identify compliance gaps with the accuracy needed for regulatory reporting.
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.
Data governance requires precision. The agent uses sophisticated analysis to accurately trace data lineage, validate quality metrics, and identify compliance gaps with the accuracy needed for regulatory reporting.
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 governance findings. Every lineage mapping and quality validation is linked to source documentation, creating an auditable trail that demonstrates compliance and supports regulatory examinations.
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 governance findings. Every lineage mapping and quality validation is linked to source documentation, creating an auditable trail that demonstrates compliance and supports regulatory examinations.
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 governance findings. Every lineage mapping and quality validation is linked to source documentation, creating an auditable trail that demonstrates compliance and supports regulatory examinations.
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.
Data governance documentation contains sensitive information about system architecture and data flows. V7 Go processes this documentation within your secure environment, maintaining strict confidentiality and compliance with data protection standards.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Data governance documentation contains sensitive information about system architecture and data flows. V7 Go processes this documentation within your secure environment, maintaining strict confidentiality and compliance with data protection standards.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Data governance documentation contains sensitive information about system architecture and data flows. V7 Go processes this documentation within your secure environment, maintaining strict confidentiality and compliance with 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 Data Governance Officers
How does the agent handle complex data transformations?
The agent analyzes transformation logic in ETL processes, stored procedures, and data pipelines to understand how data changes as it moves through systems. It documents business rules, calculations, and aggregations that affect data quality and meaning.
+
How does the agent handle complex data transformations?
The agent analyzes transformation logic in ETL processes, stored procedures, and data pipelines to understand how data changes as it moves through systems. It documents business rules, calculations, and aggregations that affect data quality and meaning.
+
How does the agent handle complex data transformations?
The agent analyzes transformation logic in ETL processes, stored procedures, and data pipelines to understand how data changes as it moves through systems. It documents business rules, calculations, and aggregations that affect data quality and meaning.
+
Can it integrate with existing data governance tools?
Yes. The agent can export lineage maps and quality metrics to standard data governance platforms like Collibra, Alation, and Informatica. It complements existing tools by automating the documentation and validation work that typically requires manual effort.
+
Can it integrate with existing data governance tools?
Yes. The agent can export lineage maps and quality metrics to standard data governance platforms like Collibra, Alation, and Informatica. It complements existing tools by automating the documentation and validation work that typically requires manual effort.
+
Can it integrate with existing data governance tools?
Yes. The agent can export lineage maps and quality metrics to standard data governance platforms like Collibra, Alation, and Informatica. It complements existing tools by automating the documentation and validation work that typically requires manual effort.
+
What types of data quality issues can it identify?
The agent identifies completeness gaps, accuracy deviations, consistency violations, timeliness issues, and validity problems. It compares actual data against defined quality rules and flags exceptions that require governance attention.
+
What types of data quality issues can it identify?
The agent identifies completeness gaps, accuracy deviations, consistency violations, timeliness issues, and validity problems. It compares actual data against defined quality rules and flags exceptions that require governance attention.
+
What types of data quality issues can it identify?
The agent identifies completeness gaps, accuracy deviations, consistency violations, timeliness issues, and validity problems. It compares actual data against defined quality rules and flags exceptions that require governance attention.
+
How does it ensure data security during analysis?
V7 Go processes data governance documentation within your secure environment. The agent analyzes metadata and lineage information without requiring access to actual customer or transaction data, maintaining strict separation between governance analysis and sensitive data.
+
How does it ensure data security during analysis?
V7 Go processes data governance documentation within your secure environment. The agent analyzes metadata and lineage information without requiring access to actual customer or transaction data, maintaining strict separation between governance analysis and sensitive data.
+
How does it ensure data security during analysis?
V7 Go processes data governance documentation within your secure environment. The agent analyzes metadata and lineage information without requiring access to actual customer or transaction data, maintaining strict separation between governance analysis and sensitive data.
+
Can it track data lineage across cloud and on-premise systems?
Yes. The agent traces data flows across hybrid architectures, documenting lineage from on-premise core systems through cloud data warehouses to analytics platforms. It handles the complexity of modern data ecosystems with multiple integration points.
+
Can it track data lineage across cloud and on-premise systems?
Yes. The agent traces data flows across hybrid architectures, documenting lineage from on-premise core systems through cloud data warehouses to analytics platforms. It handles the complexity of modern data ecosystems with multiple integration points.
+
Can it track data lineage across cloud and on-premise systems?
Yes. The agent traces data flows across hybrid architectures, documenting lineage from on-premise core systems through cloud data warehouses to analytics platforms. It handles the complexity of modern data ecosystems with multiple integration points.
+
What is the output format for lineage documentation?
The agent delivers structured lineage maps in formats suitable for regulatory reporting and internal documentation. Outputs include visual diagrams, detailed metadata tables, and compliance matrices that demonstrate adherence to governance standards.
+
What is the output format for lineage documentation?
The agent delivers structured lineage maps in formats suitable for regulatory reporting and internal documentation. Outputs include visual diagrams, detailed metadata tables, and compliance matrices that demonstrate adherence to governance standards.
+
What is the output format for lineage documentation?
The agent delivers structured lineage maps in formats suitable for regulatory reporting and internal documentation. Outputs include visual diagrams, detailed metadata tables, and compliance matrices that demonstrate adherence to governance standards.
+
Next steps
Next steps
Facing a regulatory audit with incomplete lineage documentation?
Share your data architecture documentation, and we'll demonstrate how our AI agent can map complete lineage and validate quality metrics in days, not weeks.
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: