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

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See AI agent for Data Governance Officers in action

Play video

  • Mercedes-Benz logo
    SMC  logo
    Gradient rectangle
    Centerline logo
    Abstract graphic with black and white elements
    Abstract pattern with overlapping shapes.
    Alaris logo
    Progress bar with text at bottom percentage
    SITO logo
    Diagonal stripes on a rectangular background
    SVG logo for Reddit
    Grey and black abstract symbol
    Foobar logo
    ABL logo
    SVG logo for Google
    Bar chart with two bars of different heights
    Brotherhood Mutual logo
    Black and white abstract graphic.
    Paige logo
    Roche logo
    Logo with abstract shapes and text.
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Light gray waveform pattern on white background
    SVG logo with black letters
    Abstract pattern with blue and green colors

See AI agent for Data Governance Officers in action

Play video

Customer Data Lineage Review

  • Mercedes-Benz logo
    SMC  logo
    Gradient rectangle
    Centerline logo
    Abstract graphic with black and white elements
    Abstract pattern with overlapping shapes.
    Alaris logo
    Progress bar with text at bottom percentage
    SITO logo
    Diagonal stripes on a rectangular background
    SVG logo for Reddit
    Grey and black abstract symbol
    Foobar logo
    ABL logo
    SVG logo for Google
    Bar chart with two bars of different heights
    Brotherhood Mutual logo
    Black and white abstract graphic.
    Paige logo
    Roche logo
    Logo with abstract shapes and text.
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Light gray waveform pattern on white background
    SVG logo with black letters
    Abstract pattern with blue and green colors

See AI agent for Data Governance Officers in action

Play video

Time comparison

Traditional way

3-4 weeks

With V7 Go agents

2-3 days

Average time saved

90%

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.

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.

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.

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.

Customer voices

Customer voices

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

Customer Voices

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

12

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

12

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

OpenAI, Anthropic, Gemini logos

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

OpenAI, Anthropic, Gemini logos

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

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

GPDR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

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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.

+

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.

+

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.

+

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

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:

  • Logo with abstract shapes and text.
    SITO logo
    Abstract pattern with blue and green colors
    SVG logo for Google
    Progress bar with text at bottom percentage
    Bar chart with two bars of different heights
    Gradient rectangle
    Diagonal stripes on a rectangular background
    Abstract pattern with overlapping shapes.
    SVG logo for Reddit

Uncover hidden liabilities

in

supplier contracts.

V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:

  • Logo with abstract shapes and text.
    SITO logo
    Abstract pattern with blue and green colors
    SVG logo for Google
    Progress bar with text at bottom percentage
    Bar chart with two bars of different heights
    Gradient rectangle
    Diagonal stripes on a rectangular background
    Abstract pattern with overlapping shapes.
    SVG logo for Reddit