AI Excel Data Validation Agent
For data you can actually trust
For data you can actually trust
Delegate the painful task of data cleansing to a specialized AI agent. It automatically scans your Excel files, identifies errors and inconsistencies based on your rules, and delivers a clean, validated dataset ready for analysis.
Why V7 Go
Why V7 Go
Duplicate Detection & Merging
Scans large datasets to identify and flag duplicate or highly similar records, and can be configured to automatically merge them based on your predefined logic.
Duplicate Detection & Merging
Scans large datasets to identify and flag duplicate or highly similar records, and can be configured to automatically merge them based on your predefined logic.
Duplicate Detection & Merging
Scans large datasets to identify and flag duplicate or highly similar records, and can be configured to automatically merge them based on your predefined logic.
Outlier & Anomaly Flagging
Automatically identifies data points that fall outside expected ranges or statistical norms, helping you to spot potential errors or significant events that require investigation.
Outlier & Anomaly Flagging
Automatically identifies data points that fall outside expected ranges or statistical norms, helping you to spot potential errors or significant events that require investigation.
Outlier & Anomaly Flagging
Automatically identifies data points that fall outside expected ranges or statistical norms, helping you to spot potential errors or significant events that require investigation.
Custom Business Rule Enforcement
Define your own data quality rules in a Knowledge Hub (e.g., 'PO number format must be ABC-1234,' 'Deal stage cannot be Closed-Won if the amount is zero') and let the agent enforce them.
Custom Business Rule Enforcement
Define your own data quality rules in a Knowledge Hub (e.g., 'PO number format must be ABC-1234,' 'Deal stage cannot be Closed-Won if the amount is zero') and let the agent enforce them.
Custom Business Rule Enforcement
Define your own data quality rules in a Knowledge Hub (e.g., 'PO number format must be ABC-1234,' 'Deal stage cannot be Closed-Won if the amount is zero') and let the agent enforce them.
Data Formatting & Standardization
Cleans up inconsistent data by performing tasks like standardizing date formats, trimming extra spaces, converting text to uppercase, and normalizing country codes.
Data Formatting & Standardization
Cleans up inconsistent data by performing tasks like standardizing date formats, trimming extra spaces, converting text to uppercase, and normalizing country codes.
Data Formatting & Standardization
Cleans up inconsistent data by performing tasks like standardizing date formats, trimming extra spaces, converting text to uppercase, and normalizing country codes.
Cross-Sheet & Cross-File Validation
Performs lookups and validates data consistency not just within a single file, but across multiple tabs or even different Excel workbooks, ensuring relational integrity.
Cross-Sheet & Cross-File Validation
Performs lookups and validates data consistency not just within a single file, but across multiple tabs or even different Excel workbooks, ensuring relational integrity.
Cross-Sheet & Cross-File Validation
Performs lookups and validates data consistency not just within a single file, but across multiple tabs or even different Excel workbooks, ensuring relational integrity.
Actionable Validation Report
Generates a clear exception report that details every validation error, showing you the cell location, the problematic data, and the specific rule that was broken.
Actionable Validation Report
Generates a clear exception report that details every validation error, showing you the cell location, the problematic data, and the specific rule that was broken.
Actionable Validation Report
Generates a clear exception report that details every validation error, showing you the cell location, the problematic data, and the specific rule that was broken.
Why V7 Go
Applies your business rules to any spreadsheet
To deliver a perfectly clean, analysis-ready dataset.
Workflow
Workflow
Import your files
Microsoft Excel
,
Google Sheets
,
SharePoint
Time comparison
Time comparison
Time comparison
Time comparison
Traditional way
Hours of manual cleaning
Hours of manual cleaning
With V7 Go agents
Minutes
Minutes
Average time saved
95%
95%
V7 Go
V7 Go
V7 Go
V7 Go
For the love of clean data.
Automate your data validation and cleansing.
Bad data leads to bad decisions, but manually cleaning and validating spreadsheets is a tedious, soul-crushing task. Before any real analysis can begin, data teams spend hours upon hours on mind-numbing data janitorial work: finding duplicates, correcting formatting, and flagging outliers in massive Excel files. This manual process is not only a major productivity drain but also highly prone to error, risking the integrity of your entire analysis. V7 Go's Data Validation Agent automates this critical first step, ensuring your data is clean, consistent, and reliable.
Data Analysts & BI Teams
Stop wasting 80% of your time on data janitorial work. Automate the cleansing and validation process so you can focus on what you were hired for: analysis, insight, and strategy.
Data Analysts & BI Teams
Stop wasting 80% of your time on data janitorial work. Automate the cleansing and validation process so you can focus on what you were hired for: analysis, insight, and strategy.
Data Analysts & BI Teams
Stop wasting 80% of your time on data janitorial work. Automate the cleansing and validation process so you can focus on what you were hired for: analysis, insight, and strategy.
Data Analysts & BI Teams
Stop wasting 80% of your time on data janitorial work. Automate the cleansing and validation process so you can focus on what you were hired for: analysis, insight, and strategy.
Finance & Operations Teams
Improve the reliability of your financial reporting and operational dashboards. Implement an automated validation step for all incoming data to ensure decisions are based on accurate information.
Finance & Operations Teams
Improve the reliability of your financial reporting and operational dashboards. Implement an automated validation step for all incoming data to ensure decisions are based on accurate information.
Finance & Operations Teams
Improve the reliability of your financial reporting and operational dashboards. Implement an automated validation step for all incoming data to ensure decisions are based on accurate information.
Finance & Operations Teams
Improve the reliability of your financial reporting and operational dashboards. Implement an automated validation step for all incoming data to ensure decisions are based on accurate information.
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Automate the analysis and consolidation of all your internal risk reports. This V7 Go agent reads audit, compliance, and incident reports to create a unified risk summary.
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Enterprise Risk Management
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Automate the analysis and consolidation of all your internal risk reports. This V7 Go agent reads audit, compliance, and incident reports to create a unified risk summary.
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Automated Risk Summarization
Enterprise Risk Management
Welcome Go
Welcome Go
Welcome Go
Welcome Go
For data you can actually trust
For data you can actually trust
For data you can actually trust
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:
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:
FAQ
FAQ
FAQ
FAQ
Have questions?
Find answers.
How do we define our custom validation rules?
You provide your business logic in plain English to a V7 Go Knowledge Hub (e.g., 'The 'Country' column must contain a valid two-letter ISO code.'). Our team helps you translate your rules into a robust, automated workflow.
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How do we define our custom validation rules?
You provide your business logic in plain English to a V7 Go Knowledge Hub (e.g., 'The 'Country' column must contain a valid two-letter ISO code.'). Our team helps you translate your rules into a robust, automated workflow.
+
How do we define our custom validation rules?
You provide your business logic in plain English to a V7 Go Knowledge Hub (e.g., 'The 'Country' column must contain a valid two-letter ISO code.'). Our team helps you translate your rules into a robust, automated workflow.
+
How do we define our custom validation rules?
You provide your business logic in plain English to a V7 Go Knowledge Hub (e.g., 'The 'Country' column must contain a valid two-letter ISO code.'). Our team helps you translate your rules into a robust, automated workflow.
+
Can it fix the errors automatically or does it just flag them?
It can do both. For straightforward issues like formatting, it can automatically make the correction. For more complex or subjective issues, its primary role is to flag the exception for a quick human review, ensuring you maintain full control.
+
Can it fix the errors automatically or does it just flag them?
It can do both. For straightforward issues like formatting, it can automatically make the correction. For more complex or subjective issues, its primary role is to flag the exception for a quick human review, ensuring you maintain full control.
+
Can it fix the errors automatically or does it just flag them?
It can do both. For straightforward issues like formatting, it can automatically make the correction. For more complex or subjective issues, its primary role is to flag the exception for a quick human review, ensuring you maintain full control.
+
Can it fix the errors automatically or does it just flag them?
It can do both. For straightforward issues like formatting, it can automatically make the correction. For more complex or subjective issues, its primary role is to flag the exception for a quick human review, ensuring you maintain full control.
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How does it handle very large Excel files with hundreds of thousands of rows?
V7 Go's platform is built for enterprise-scale data processing. The agent can efficiently process massive spreadsheets that would crash a local version of Excel, running all validations in the cloud.
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How does it handle very large Excel files with hundreds of thousands of rows?
V7 Go's platform is built for enterprise-scale data processing. The agent can efficiently process massive spreadsheets that would crash a local version of Excel, running all validations in the cloud.
+
How does it handle very large Excel files with hundreds of thousands of rows?
V7 Go's platform is built for enterprise-scale data processing. The agent can efficiently process massive spreadsheets that would crash a local version of Excel, running all validations in the cloud.
+
How does it handle very large Excel files with hundreds of thousands of rows?
V7 Go's platform is built for enterprise-scale data processing. The agent can efficiently process massive spreadsheets that would crash a local version of Excel, running all validations in the cloud.
+
What's the output of the validation process?
You receive two outputs: a clean version of your original spreadsheet with corrections made and errors highlighted, and a separate summary report that lists every issue found, making it easy to see what was changed.
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What's the output of the validation process?
You receive two outputs: a clean version of your original spreadsheet with corrections made and errors highlighted, and a separate summary report that lists every issue found, making it easy to see what was changed.
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What's the output of the validation process?
You receive two outputs: a clean version of your original spreadsheet with corrections made and errors highlighted, and a separate summary report that lists every issue found, making it easy to see what was changed.
+
What's the output of the validation process?
You receive two outputs: a clean version of your original spreadsheet with corrections made and errors highlighted, and a separate summary report that lists every issue found, making it easy to see what was changed.
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Does this only work on Excel files?
While it's optimized for Excel and Google Sheets, the agent can also validate data from CSV files, database exports, and even tables extracted from PDF documents by another V7 Go agent.
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Does this only work on Excel files?
While it's optimized for Excel and Google Sheets, the agent can also validate data from CSV files, database exports, and even tables extracted from PDF documents by another V7 Go agent.
+
Does this only work on Excel files?
While it's optimized for Excel and Google Sheets, the agent can also validate data from CSV files, database exports, and even tables extracted from PDF documents by another V7 Go agent.
+
Does this only work on Excel files?
While it's optimized for Excel and Google Sheets, the agent can also validate data from CSV files, database exports, and even tables extracted from PDF documents by another V7 Go agent.
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How is this different from using Excel's built-in Data Validation feature?
Excel's features are manual and must be set up cell by cell. This agent allows you to define complex, portfolio-wide rules in one place and apply them to any new file automatically, creating a scalable and repeatable process.
+
How is this different from using Excel's built-in Data Validation feature?
Excel's features are manual and must be set up cell by cell. This agent allows you to define complex, portfolio-wide rules in one place and apply them to any new file automatically, creating a scalable and repeatable process.
+
How is this different from using Excel's built-in Data Validation feature?
Excel's features are manual and must be set up cell by cell. This agent allows you to define complex, portfolio-wide rules in one place and apply them to any new file automatically, creating a scalable and repeatable process.
+
How is this different from using Excel's built-in Data Validation feature?
Excel's features are manual and must be set up cell by cell. This agent allows you to define complex, portfolio-wide rules in one place and apply them to any new file automatically, creating a scalable and repeatable process.
+