AI Data Lake Integration Agent
The ETL tool for your unstructured data
The ETL tool for your unstructured data
Delegate your unstructured data pipelines to a specialized AI agent. It reads documents in any format, extracts the precise data points you need according to your defined schema, and loads clean, structured data into your data lake or warehouse.
Why V7 Go
Why V7 Go
Unlocks Unstructured Data
Goes beyond structured sources to extract valuable data from the 80% of your information that is unstructured: PDFs, reports, contracts, emails, and more.
Unlocks Unstructured Data
Goes beyond structured sources to extract valuable data from the 80% of your information that is unstructured: PDFs, reports, contracts, emails, and more.
Unlocks Unstructured Data
Goes beyond structured sources to extract valuable data from the 80% of your information that is unstructured: PDFs, reports, contracts, emails, and more.
Flexible Schema Mapping
Define your target schema once. The agent's AI can intelligently map data from varied, inconsistent document layouts to your clean, standardized data model.
Flexible Schema Mapping
Define your target schema once. The agent's AI can intelligently map data from varied, inconsistent document layouts to your clean, standardized data model.
Flexible Schema Mapping
Define your target schema once. The agent's AI can intelligently map data from varied, inconsistent document layouts to your clean, standardized data model.
Automated Data Transformation
Doesn't just extract—it transforms. The agent can be configured to clean data, normalize formats (like dates and currencies), and perform calculations before loading.
Automated Data Transformation
Doesn't just extract—it transforms. The agent can be configured to clean data, normalize formats (like dates and currencies), and perform calculations before loading.
Automated Data Transformation
Doesn't just extract—it transforms. The agent can be configured to clean data, normalize formats (like dates and currencies), and perform calculations before loading.
Native Cloud Integration
Connects seamlessly to your modern data stack, with native integrations for sources like Amazon S3 and Azure Blob Storage, and destinations like Snowflake and Databricks.
Native Cloud Integration
Connects seamlessly to your modern data stack, with native integrations for sources like Amazon S3 and Azure Blob Storage, and destinations like Snowflake and Databricks.
Native Cloud Integration
Connects seamlessly to your modern data stack, with native integrations for sources like Amazon S3 and Azure Blob Storage, and destinations like Snowflake and Databricks.
Scalable, Parallel Processing
Built for enterprise scale. The agent can process thousands of documents in parallel, allowing you to ingest massive backlogs of historical data or handle high-volume daily feeds.
Scalable, Parallel Processing
Built for enterprise scale. The agent can process thousands of documents in parallel, allowing you to ingest massive backlogs of historical data or handle high-volume daily feeds.
Scalable, Parallel Processing
Built for enterprise scale. The agent can process thousands of documents in parallel, allowing you to ingest massive backlogs of historical data or handle high-volume daily feeds.
Reliable, Monitored Pipelines
Provides a real-time dashboard and robust error handling for every pipeline. Instantly see your success rates and manage any exceptions that require human review.
Reliable, Monitored Pipelines
Provides a real-time dashboard and robust error handling for every pipeline. Instantly see your success rates and manage any exceptions that require human review.
Reliable, Monitored Pipelines
Provides a real-time dashboard and robust error handling for every pipeline. Instantly see your success rates and manage any exceptions that require human review.
Why V7 Go
Extracts structured data from any unstructured source
To power your modern data stack.
Workflow
Workflow
Import your files
Snowflake
,
Databricks
,
Amazon S3
Time comparison
Time comparison
Time comparison
Time comparison
Traditional way
Weeks of scripting
Weeks of scripting
With V7 Go agents
Hours to configure
Hours to configure
Average time saved
95%
95%
V7 Go
V7 Go
V7 Go
V7 Go
The missing ETL tool
for your unstructured data
80% of the world's data is unstructured, locked in documents, and unusable by your data lake. Your organization has invested heavily in a modern data stack like Snowflake or Databricks, but your data engineers are stuck in the past, building brittle, one-off scripts to extract data from PDFs and reports. This manual ETL process is a major bottleneck that prevents your business from using its most valuable information. V7 Go's Data Lake Integration Agent automates this 'unstructured ETL,' turning any document into analytics-ready data.
Data Engineering & Architecture Teams
Stop building brittle, custom scripts. Use a powerful, scalable platform to build robust data pipelines that turn any business document into clean, analytics-ready data for your lake or warehouse.
Data Engineering & Architecture Teams
Stop building brittle, custom scripts. Use a powerful, scalable platform to build robust data pipelines that turn any business document into clean, analytics-ready data for your lake or warehouse.
Data Engineering & Architecture Teams
Stop building brittle, custom scripts. Use a powerful, scalable platform to build robust data pipelines that turn any business document into clean, analytics-ready data for your lake or warehouse.
Data Engineering & Architecture Teams
Stop building brittle, custom scripts. Use a powerful, scalable platform to build robust data pipelines that turn any business document into clean, analytics-ready data for your lake or warehouse.
Business Intelligence & Analytics Teams
Answer new questions and unlock new insights. Enrich your BI dashboards and analytics models with valuable data that was previously trapped in unstructured reports, contracts, and PDFs.
Business Intelligence & Analytics Teams
Answer new questions and unlock new insights. Enrich your BI dashboards and analytics models with valuable data that was previously trapped in unstructured reports, contracts, and PDFs.
Business Intelligence & Analytics Teams
Answer new questions and unlock new insights. Enrich your BI dashboards and analytics models with valuable data that was previously trapped in unstructured reports, contracts, and PDFs.
Business Intelligence & Analytics Teams
Answer new questions and unlock new insights. Enrich your BI dashboards and analytics models with valuable data that was previously trapped in unstructured reports, contracts, and PDFs.
More automations
Other automations
Transform your business
with other AI Agents
More agents
More agents
Business
AI RFI Response Generation Agent
Accelerate your sales cycle by automating RFI responses. This V7 Go agent uses your internal knowledge base to instantly draft accurate answers to prospect questionnaires.
RFI Automation
Automated Response Generation
Sales Cycle Acceleration
Business
AI RFI Response Generation Agent
Accelerate your sales cycle by automating RFI responses. This V7 Go agent uses your internal knowledge base to instantly draft accurate answers to prospect questionnaires.
RFI Automation
Automated Response Generation
Sales Cycle Acceleration
Business
AI RFI Response Generation Agent
Accelerate your sales cycle by automating RFI responses. This V7 Go agent uses your internal knowledge base to instantly draft accurate answers to prospect questionnaires.
RFI Automation
Automated Response Generation
Sales Cycle Acceleration
Business
AI RFI Response Generation Agent
Accelerate your sales cycle by automating RFI responses. This V7 Go agent uses your internal knowledge base to instantly draft accurate answers to prospect questionnaires.
RFI Automation
Automated Response Generation
Sales Cycle Acceleration
Business
AI Risk Report Analysis Agent
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.
Risk Report Consolidation
Automated Risk Summarization
Enterprise Risk Management
Business
AI Risk Report Analysis Agent
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.
Risk Report Consolidation
Automated Risk Summarization
Enterprise Risk Management
Business
AI Risk Report Analysis Agent
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.
Risk Report Consolidation
Automated Risk Summarization
Enterprise Risk Management
Business
AI Risk Report Analysis Agent
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.
Risk Report Consolidation
Automated Risk Summarization
Enterprise Risk Management
Welcome Go
Welcome Go
Welcome Go
Welcome Go
The ETL tool for your unstructured data
The ETL tool for your unstructured data
The ETL tool for your unstructured data
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.
What kind of data warehouses and lakes does this integrate with?
We have pre-built integrations for major platforms like Snowflake, Amazon Redshift, Databricks, and Google BigQuery. The agent can also load structured files into cloud storage like S3, GCS, or Azure Blob for use with any system.
+
What kind of data warehouses and lakes does this integrate with?
We have pre-built integrations for major platforms like Snowflake, Amazon Redshift, Databricks, and Google BigQuery. The agent can also load structured files into cloud storage like S3, GCS, or Azure Blob for use with any system.
+
What kind of data warehouses and lakes does this integrate with?
We have pre-built integrations for major platforms like Snowflake, Amazon Redshift, Databricks, and Google BigQuery. The agent can also load structured files into cloud storage like S3, GCS, or Azure Blob for use with any system.
+
What kind of data warehouses and lakes does this integrate with?
We have pre-built integrations for major platforms like Snowflake, Amazon Redshift, Databricks, and Google BigQuery. The agent can also load structured files into cloud storage like S3, GCS, or Azure Blob for use with any system.
+
How do we define what data to extract from our documents?
You define a target schema using a simple interface (e.g., a list of desired fields like 'Invoice Number,' 'Total Amount,' 'Vendor Name'). The agent then uses AI to find and extract these specific data points from your documents.
+
How do we define what data to extract from our documents?
You define a target schema using a simple interface (e.g., a list of desired fields like 'Invoice Number,' 'Total Amount,' 'Vendor Name'). The agent then uses AI to find and extract these specific data points from your documents.
+
How do we define what data to extract from our documents?
You define a target schema using a simple interface (e.g., a list of desired fields like 'Invoice Number,' 'Total Amount,' 'Vendor Name'). The agent then uses AI to find and extract these specific data points from your documents.
+
How do we define what data to extract from our documents?
You define a target schema using a simple interface (e.g., a list of desired fields like 'Invoice Number,' 'Total Amount,' 'Vendor Name'). The agent then uses AI to find and extract these specific data points from your documents.
+
How is this different from other ETL tools like Fivetran or dbt?
Tools like Fivetran are excellent for moving structured data between databases. V7 Go specializes in the 'T' (Transform) for unstructured data. We are the missing link that reads your PDFs and contracts to create the structured data that tools like Fivetran can then move.
+
How is this different from other ETL tools like Fivetran or dbt?
Tools like Fivetran are excellent for moving structured data between databases. V7 Go specializes in the 'T' (Transform) for unstructured data. We are the missing link that reads your PDFs and contracts to create the structured data that tools like Fivetran can then move.
+
How is this different from other ETL tools like Fivetran or dbt?
Tools like Fivetran are excellent for moving structured data between databases. V7 Go specializes in the 'T' (Transform) for unstructured data. We are the missing link that reads your PDFs and contracts to create the structured data that tools like Fivetran can then move.
+
How is this different from other ETL tools like Fivetran or dbt?
Tools like Fivetran are excellent for moving structured data between databases. V7 Go specializes in the 'T' (Transform) for unstructured data. We are the missing link that reads your PDFs and contracts to create the structured data that tools like Fivetran can then move.
+
Can it handle a one-time historical data migration project?
Yes. The agent is perfect for large-scale, one-off projects, like processing millions of legacy contracts or reports. Its scalable architecture can process massive backlogs in a fraction of the time of a manual project.
+
Can it handle a one-time historical data migration project?
Yes. The agent is perfect for large-scale, one-off projects, like processing millions of legacy contracts or reports. Its scalable architecture can process massive backlogs in a fraction of the time of a manual project.
+
Can it handle a one-time historical data migration project?
Yes. The agent is perfect for large-scale, one-off projects, like processing millions of legacy contracts or reports. Its scalable architecture can process massive backlogs in a fraction of the time of a manual project.
+
Can it handle a one-time historical data migration project?
Yes. The agent is perfect for large-scale, one-off projects, like processing millions of legacy contracts or reports. Its scalable architecture can process massive backlogs in a fraction of the time of a manual project.
+
What format does the data need to be in?
The source documents can be in almost any format: PDF, Word, Excel, image files (JPG, PNG), emails, and more. The agent's output is clean, structured data, typically in JSON, CSV, or Parquet format.
+
What format does the data need to be in?
The source documents can be in almost any format: PDF, Word, Excel, image files (JPG, PNG), emails, and more. The agent's output is clean, structured data, typically in JSON, CSV, or Parquet format.
+
What format does the data need to be in?
The source documents can be in almost any format: PDF, Word, Excel, image files (JPG, PNG), emails, and more. The agent's output is clean, structured data, typically in JSON, CSV, or Parquet format.
+
What format does the data need to be in?
The source documents can be in almost any format: PDF, Word, Excel, image files (JPG, PNG), emails, and more. The agent's output is clean, structured data, typically in JSON, CSV, or Parquet format.
+
How reliable is the data quality from unstructured sources?
V7 Go is built for high-stakes industries that demand accuracy. We provide confidence scores and, crucially, a visual citation for every piece of extracted data, so your team can build a human-in-the-loop QC process for any low-confidence results.
+
How reliable is the data quality from unstructured sources?
V7 Go is built for high-stakes industries that demand accuracy. We provide confidence scores and, crucially, a visual citation for every piece of extracted data, so your team can build a human-in-the-loop QC process for any low-confidence results.
+
How reliable is the data quality from unstructured sources?
V7 Go is built for high-stakes industries that demand accuracy. We provide confidence scores and, crucially, a visual citation for every piece of extracted data, so your team can build a human-in-the-loop QC process for any low-confidence results.
+
How reliable is the data quality from unstructured sources?
V7 Go is built for high-stakes industries that demand accuracy. We provide confidence scores and, crucially, a visual citation for every piece of extracted data, so your team can build a human-in-the-loop QC process for any low-confidence results.
+