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V7 vs. Airbyte
V7 vs. Airbyte
V7 vs. Airbyte
Searching for a good Airbyte alternative?
Searching for a good Airbyte alternative?
Searching for a good Airbyte alternative?
Evaluating Airbyte as an enterprise data integration platform
Evaluating Airbyte as an enterprise data integration platform
V7
vs.
V7
vs.
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Why choose V7 over Airbyte?
While Airbyte focuses on data pipeline integration with 600+ connectors, V7 Go provides AI-driven document automation with visual grounding.
Overview
Overview
Visual Grounding & Auditability
V7 Go provides AI citations that visually trace every extracted data point to its source document, creating audit trails for SOX, HIPAA, and KYC/AML compliance that data pipeline tools do not address.
Document Intelligence
V7 Go processes unstructured documents like contracts, financial statements, and claims files using specialized AI agents, while Airbyte focuses on moving structured data between systems.
White-Glove Implementation
V7 Go provides dedicated solution engineers who build custom integrations with legacy systems and design industry-specific AI agents, while Airbyte relies primarily on self-service documentation and community support.
Features
Features
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What makes V7 Go the best Airbyte alternative
Compare document automation and data integration capabilities
Features
Features
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V7
Airbyte
vs.
Pre-built connectors
Pre-built connectors
Pre-built connectors
Pre-built connectors
100+ custom integrations with business systems, CRMs, and legacy platforms via API and Zapier
100+ custom integrations with business systems, CRMs, and legacy platforms via API and Zapier
V7
100+ custom integrations with business systems, CRMs, and legacy platforms via API and Zapier
100+ custom integrations with business systems, CRMs, and legacy platforms via API and Zapier
600+ pre-built connectors for databases, APIs, and file sources with CDC support
600+ pre-built connectors for databases, APIs, and file sources with CDC support
Airbyte
600+ pre-built connectors for databases, APIs, and file sources with CDC support
600+ pre-built connectors for databases, APIs, and file sources with CDC support
Document processing AI
Specialized AI agents for contracts, financial statements, claims, and legal documents with 95-99% accuracy
Specialized AI agents for contracts, financial statements, claims, and legal documents with 95-99% accuracy
V7
Specialized AI agents for contracts, financial statements, claims, and legal documents with 95-99% accuracy
Specialized AI agents for contracts, financial statements, claims, and legal documents with 95-99% accuracy
Focuses on structured data movement rather than unstructured document analysis
Focuses on structured data movement rather than unstructured document analysis
Airbyte
Focuses on structured data movement rather than unstructured document analysis
Focuses on structured data movement rather than unstructured document analysis
Visual source grounding
AI citations link every output to exact source locations in documents for compliance and auditability
AI citations link every output to exact source locations in documents for compliance and auditability
V7
AI citations link every output to exact source locations in documents for compliance and auditability
AI citations link every output to exact source locations in documents for compliance and auditability
No document-level source tracing or AI citation capabilities for audit trails
No document-level source tracing or AI citation capabilities for audit trails
Airbyte
No document-level source tracing or AI citation capabilities for audit trails
No document-level source tracing or AI citation capabilities for audit trails
Structured data pipelines
Outputs structured data from documents that can feed into downstream systems and warehouses
Outputs structured data from documents that can feed into downstream systems and warehouses
V7
Outputs structured data from documents that can feed into downstream systems and warehouses
Outputs structured data from documents that can feed into downstream systems and warehouses
Core strength with ETL/ELT workflows, schema propagation, and data warehouse integration
Core strength with ETL/ELT workflows, schema propagation, and data warehouse integration
Airbyte
Core strength with ETL/ELT workflows, schema propagation, and data warehouse integration
Core strength with ETL/ELT workflows, schema propagation, and data warehouse integration
Custom AI agents
Solution engineers design industry-specific agents for finance, legal, insurance, and real estate workflows
Solution engineers design industry-specific agents for finance, legal, insurance, and real estate workflows
V7
Solution engineers design industry-specific agents for finance, legal, insurance, and real estate workflows
Solution engineers design industry-specific agents for finance, legal, insurance, and real estate workflows
Connector Builder for custom sources but no AI agent development capabilities
Connector Builder for custom sources but no AI agent development capabilities
Airbyte
Connector Builder for custom sources but no AI agent development capabilities
Connector Builder for custom sources but no AI agent development capabilities
Enterprise security
SOC2, ISO27001, and GDPR compliance with on-premise deployment options available
SOC2, ISO27001, and GDPR compliance with on-premise deployment options available
V7
SOC2, ISO27001, and GDPR compliance with on-premise deployment options available
SOC2, ISO27001, and GDPR compliance with on-premise deployment options available
Enterprise features including SSO, RBAC, AWS PrivateLink, and Azure Private Link
Enterprise features including SSO, RBAC, AWS PrivateLink, and Azure Private Link
Airbyte
Enterprise features including SSO, RBAC, AWS PrivateLink, and Azure Private Link
Enterprise features including SSO, RBAC, AWS PrivateLink, and Azure Private Link
Pricing
Pricing
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Pricing
Airbyte pricing explained
Understanding capacity-based vs usage-based pricing models
Features
Features
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Features
V7
V7 Go pricing is structured around a base platform fee that includes access to the V7 platform with AI agents, plus user licenses and data processing charges based on actual usage and use case requirements. The platform offers custom pricing tailored to document volume and specific workflow needs. Premium white-glove service includes building custom integrations with legacy systems, designing industry-specific AI agents by expert solution engineers, and providing hands-on implementation support throughout deployment.
V7 Go pricing is structured around a base platform fee that includes access to the V7 platform with AI agents, plus user licenses and data processing charges based on actual usage and use case requirements. The platform offers custom pricing tailored to document volume and specific workflow needs. Premium white-glove service includes building custom integrations with legacy systems, designing industry-specific AI agents by expert solution engineers, and providing hands-on implementation support throughout deployment.
Base platform fee plus user licenses and usage-based data processing charges
Base platform fee plus user licenses and usage-based data processing charges
Base platform fee plus user licenses and usage-based data processing charges
Base platform fee plus user licenses and usage-based data processing charges
Custom pricing tailored to document volume and specific use case requirements
Custom pricing tailored to document volume and specific use case requirements
Custom pricing tailored to document volume and specific use case requirements
Custom pricing tailored to document volume and specific use case requirements
White-glove service includes custom integrations and specialized agent development
White-glove service includes custom integrations and specialized agent development
White-glove service includes custom integrations and specialized agent development
White-glove service includes custom integrations and specialized agent development
Airbyte
Airbyte offers a free self-hosted open-source edition with no licensing fees. Cloud plans include Standard with volume-based pricing around $15 per million rows, while Plus and Pro plans use capacity-based pricing with Data Workers as dedicated compute units. Each Data Worker can run approximately three syncs concurrently, providing predictable costs that do not scale with data volume. Enterprise plans with custom pricing are available for organizations with annual spending exceeding $20,000.
Airbyte offers a free self-hosted open-source edition with no licensing fees. Cloud plans include Standard with volume-based pricing around $15 per million rows, while Plus and Pro plans use capacity-based pricing with Data Workers as dedicated compute units. Each Data Worker can run approximately three syncs concurrently, providing predictable costs that do not scale with data volume. Enterprise plans with custom pricing are available for organizations with annual spending exceeding $20,000.
Free self-hosted open-source edition available with unlimited workflows
Free self-hosted open-source edition available with unlimited workflows
Free self-hosted open-source edition available with unlimited workflows
Free self-hosted open-source edition available with unlimited workflows
Capacity-based pricing with Data Workers for predictable costs on Plus and Pro plans
Capacity-based pricing with Data Workers for predictable costs on Plus and Pro plans
Capacity-based pricing with Data Workers for predictable costs on Plus and Pro plans
Capacity-based pricing with Data Workers for predictable costs on Plus and Pro plans
Standard plan uses volume-based pricing at approximately $15 per million rows
Standard plan uses volume-based pricing at approximately $15 per million rows
Standard plan uses volume-based pricing at approximately $15 per million rows
Standard plan uses volume-based pricing at approximately $15 per million rows
Comparison
Comparison
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Comparison
Comparing V7 Go and Airbyte capabilities
Comparing pricing models for enterprise data workflows
Features
Features
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Features
V7
Enterprise AI automation platform for document-centric workflows
V7 Go is an enterprise AI automation platform designed for document-intensive workflows in regulated industries including finance, legal, insurance, and real estate. The platform uses specialized AI agents to extract, analyze, and process complex documents with visual grounding that traces every output to its exact source location for auditability. V7 Go achieves 95-99% accuracy on document processing benchmarks and supports 1M+ token context windows for large document bundles. The platform includes white-glove service with solution engineers who build custom integrations with legacy systems and design industry-specific agents, complementing data integration needs with intelligent document processing capabilities.
Airbyte
Open-source data integration platform with extensive connectors
Airbyte is a data integration platform that combines open-source flexibility with enterprise-grade features for building data pipelines. The platform offers over 600 pre-built connectors for databases, APIs, and file sources, supporting both ETL and ELT workflows with Change Data Capture capabilities. Airbyte's capacity-based pricing model uses Data Workers as dedicated compute units, allowing organizations to run multiple syncs concurrently with predictable costs that do not scale with data volume. The platform serves organizations from startups to large enterprises, with deployment options including self-hosted open-source, managed cloud, and enterprise tiers with advanced security features like AWS PrivateLink and Azure Private Link.
Testimonials
Testimonials
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Testimonials
Trusted by teams shipping AI to production
What customers say after choosing V7 Go
Features
Features
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Features
Manual work eliminated
90-98%
Nobody's going to believe it, but people are always looking for the killer AI use case, right? This magic pill. And this one is one of those. V7 Go will actually allow you to just eliminate 90 to 98% of the manual work. And it's so quick to build a use case.
Paul Dickau
CEO and Founder, HITICCO
Productivity increase
35%
We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use.
Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business.
Allen Darby
CEO of Alaris Acquisitions
Manual work eliminated
90-98%
Nobody's going to believe it, but people are always looking for the killer AI use case, right? This magic pill. And this one is one of those. V7 Go will actually allow you to just eliminate 90 to 98% of the manual work. And it's so quick to build a use case.
Paul Dickau
CEO and Founder, HITICCO
Productivity increase
35%
We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use.
Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business.
Allen Darby
CEO of Alaris Acquisitions
Manual work eliminated
90-98%
Nobody's going to believe it, but people are always looking for the killer AI use case, right? This magic pill. And this one is one of those. V7 Go will actually allow you to just eliminate 90 to 98% of the manual work. And it's so quick to build a use case.
Paul Dickau
CEO and Founder, HITICCO
Productivity increase
35%
We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use.
Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business.
Allen Darby
CEO of Alaris Acquisitions
Manual work eliminated
90-98%
Nobody's going to believe it, but people are always looking for the killer AI use case, right? This magic pill. And this one is one of those. V7 Go will actually allow you to just eliminate 90 to 98% of the manual work. And it's so quick to build a use case.
Paul Dickau
CEO and Founder, HITICCO
Productivity increase
35%
We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use.
Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business.
Allen Darby
CEO of Alaris Acquisitions
Manual work eliminated
90-98%
Nobody's going to believe it, but people are always looking for the killer AI use case, right? This magic pill. And this one is one of those. V7 Go will actually allow you to just eliminate 90 to 98% of the manual work. And it's so quick to build a use case.
Paul Dickau
CEO and Founder, HITICCO
Productivity increase
35%
We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use.
Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business.
Allen Darby
CEO of Alaris Acquisitions
Manual work eliminated
90-98%
Nobody's going to believe it, but people are always looking for the killer AI use case, right? This magic pill. And this one is one of those. V7 Go will actually allow you to just eliminate 90 to 98% of the manual work. And it's so quick to build a use case.
Paul Dickau
CEO and Founder, HITICCO
Productivity increase
35%
We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use.
Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business.
Allen Darby
CEO of Alaris Acquisitions
Manual work eliminated
90-98%
Nobody's going to believe it, but people are always looking for the killer AI use case, right? This magic pill. And this one is one of those. V7 Go will actually allow you to just eliminate 90 to 98% of the manual work. And it's so quick to build a use case.
Paul Dickau
CEO and Founder, HITICCO
Productivity increase
35%
We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use.
Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business.
Allen Darby
CEO of Alaris Acquisitions
Manual work eliminated
90-98%
Nobody's going to believe it, but people are always looking for the killer AI use case, right? This magic pill. And this one is one of those. V7 Go will actually allow you to just eliminate 90 to 98% of the manual work. And it's so quick to build a use case.
Paul Dickau
CEO and Founder, HITICCO
Productivity increase
35%
We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use.
Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business.
Allen Darby
CEO of Alaris Acquisitions
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d="M 0 0.219 L 10915 0" fill="transparent" height="1px" id="EAdcOxt57" stroke-dasharray="" stroke-linecap="butt" stroke-linejoin="miter" stroke-miterlimit="10" stroke-width="2.658" stroke="rgb(0, 0, 0)" transform="translate(0 6106.5)" width="10915px"/></g></svg>)
Integrate with 2000+ apps and services
Connect your favorite apps:
Connect your favorite apps:
Connect your favorite apps:
Using V7 Go to automate our diligence process led to a 35% productivity increase.
Centerline
Using V7 Go to automate our diligence process led to a 35% productivity increase.
Centerline
Using V7 Go to automate our diligence process led to a 35% productivity increase.
Centerline
The experience with V7 has been fantastic. Very customized level of support.
Alaris
The experience with V7 has been fantastic. Very customized level of support.
Alaris
The experience with V7 has been fantastic. Very customized level of support.
Alaris
V7 enables us to process complex documents at scale through an intuitive and powerful UI
Pinsent Masons
V7 enables us to process complex documents at scale through an intuitive and powerful UI
Pinsent Masons
V7 enables us to process complex documents at scale through an intuitive and powerful UI
Pinsent Masons
V7 Go enabled us to process financial statements 21x faster while also increasing accuracy by 54% .
Star Mountain
V7 Go enabled us to process financial statements 21x faster while also increasing accuracy by 54% .
Star Mountain
V7 Go enabled us to process financial statements 21x faster while also increasing accuracy by 54% .
Star Mountain
Using V7 Go to automate our diligence process led to a 35% productivity increase.
Centerline
The experience with V7 has been fantastic. Very customized level of support.
Alaris
V7 enables us to process complex documents at scale through an intuitive and powerful UI
Pinsent Masons
V7 Go enabled us to process financial statements 21x faster while also increasing accuracy by 54% .
Star Mountain
Learn more
Get started
Learn more
Everything you need to run AI in production
A complete platform for document intelligence and workflows
Features
Get started
Features
Your Entire Tech Stack, Perfectly Connected
1,000+ Integrations Across Your Entire Stack
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Connect every tool your teams rely on — from CRM to finance to devops — all in a single platform.
Your Entire Tech Stack, Perfectly Connected
1,000+ Integrations Across Your Entire Stack
Connect every tool your teams rely on — from CRM to finance to devops — all in a single platform.
Your Entire Tech Stack, Perfectly Connected
1,000+ Integrations Across Your Entire Stack
Connect every tool your teams rely on — from CRM to finance to devops — all in a single platform.
Your Entire Tech Stack, Perfectly Connected
1,000+ Integrations Across Your Entire Stack
Connect every tool your teams rely on — from CRM to finance to devops — all in a single platform.
The Foundation
Security You Can Trust, Compliance You Can Prove
ISO, HIPAA, SOC 2, GDPR and more — your data stays protected under world-class security and governance.
The Foundation
Security You Can Trust, Compliance You Can Prove
ISO, HIPAA, SOC 2, GDPR and more — your data stays protected under world-class security and governance.
The Foundation
Security You Can Trust, Compliance You Can Prove
ISO, HIPAA, SOC 2, GDPR and more — your data stays protected under world-class security and governance.
The Foundation
Security You Can Trust, Compliance You Can Prove
ISO, HIPAA, SOC 2, GDPR and more — your data stays protected under world-class security and governance.
Unity Across Emails, Files, Documents & Data
Works With Everything You Already Use
Data
Calls
Files
Deals
Emails
People
Paper Docs
Customers
Documents
Conversations
Calls
Data
Deals
Files
People
Emails
Customers
Paper Docs
Conversations
Documents
Data
Calls
Files
Deals
Emails
People
Paper Docs
Customers
Documents
Conversations
Calls
Data
Deals
Files
People
Emails
V7 ingests emails, meetings, PDFs, paper scans, conversations, data sources, customer records, contracts — and makes them instantly usable.
Unity Across Emails, Files, Documents & Data
Works With Everything You Already Use
Data
Calls
Files
Deals
Emails
People
Paper Docs
Customers
Documents
Conversations
Calls
Data
Deals
Files
People
Emails
Customers
Paper Docs
Conversations
Documents
Data
Calls
Files
Deals
Emails
People
Paper Docs
Customers
Documents
Conversations
Calls
Data
Deals
Files
People
Emails
V7 ingests emails, meetings, PDFs, paper scans, conversations, data sources, customer records, contracts — and makes them instantly usable.
Unity Across Emails, Files, Documents & Data
Works With Everything You Already Use
Data
Calls
Files
Deals
Emails
People
Paper Docs
Customers
Documents
Conversations
Calls
Data
Deals
Files
People
Emails
Customers
Paper Docs
Conversations
Documents
Data
Calls
Files
Deals
Emails
People
Paper Docs
Customers
Documents
Conversations
Calls
Data
Deals
Files
People
Emails
V7 ingests emails, meetings, PDFs, paper scans, conversations, data sources, customer records, contracts — and makes them instantly usable.
Unity Across Emails, Files, Documents & Data
Works With Everything You Already Use
Data
Calls
Files
Deals
Emails
People
Paper Docs
Customers
Documents
Conversations
Calls
Data
Deals
Files
People
Emails
Customers
Paper Docs
Conversations
Documents
Data
Calls
Files
Deals
Emails
People
Paper Docs
Customers
Documents
Conversations
Calls
Data
Deals
Files
People
Emails
V7 ingests emails, meetings, PDFs, paper scans, conversations, data sources, customer records, contracts — and makes them instantly usable.
Multi-Model Power, Zero Lock-In
Integrations That Actually Integrate
Connect every tool your teams rely on — from CRM and finance to DevOps and data systems — all flowing through a single platform.
Multi-Model Power, Zero Lock-In
Integrations That Actually Integrate
Connect every tool your teams rely on — from CRM and finance to DevOps and data systems — all flowing through a single platform.
Multi-Model Power, Zero Lock-In
Integrations That Actually Integrate
Connect every tool your teams rely on — from CRM and finance to DevOps and data systems — all flowing through a single platform.
Multi-Model Power, Zero Lock-In
Integrations That Actually Integrate
Connect every tool your teams rely on — from CRM and finance to DevOps and data systems — all flowing through a single platform.
A New Class of AI Agents
300+ Expert-Built Agents for Real Work
Designed by industry leaders and deeply connected to your business — V7 Agents execute workflows with contextual, up-to-date intelligence.
A New Class of AI Agents
300+ Expert-Built Agents for Real Work
Designed by industry leaders and deeply connected to your business — V7 Agents execute workflows with contextual, up-to-date intelligence.
A New Class of AI Agents
300+ Expert-Built Agents for Real Work
Designed by industry leaders and deeply connected to your business — V7 Agents execute workflows with contextual, up-to-date intelligence.
A New Class of AI Agents
300+ Expert-Built Agents for Real Work
Designed by industry leaders and deeply connected to your business — V7 Agents execute workflows with contextual, up-to-date intelligence.
Features
Get started
Features
From First Call to Commercials in 11 Days
A Fast, Proven Path to Value
Day 1
Introductory Call
Day 2
POC Scoping
Day 3
POC Kickoff
Day 5
POC Check-in
Day 10
POC Results Review
Day 11
Commercial discussions
Intro call, POC scoping, kickoff, check-ins, results review and commercial discussion — V7 moves from first contact to measurable outcomes in just 11 days.
From First Call to Commercials in 11 Days
A Fast, Proven Path to Value
Day 1
Introductory Call
Day 2
POC Scoping
Day 3
POC Kickoff
Day 5
POC Check-in
Day 10
POC Results Review
Day 11
Commercial discussions
Intro call, POC scoping, kickoff, check-ins, results review and commercial discussion — V7 moves from first contact to measurable outcomes in just 11 days.
From First Call to Commercials in 11 Days
A Fast, Proven Path to Value
Day 1
Introductory Call
Day 2
POC Scoping
Day 3
POC Kickoff
Day 5
POC Check-in
Day 10
POC Results Review
Day 11
Commercial discussions
Intro call, POC scoping, kickoff, check-ins, results review and commercial discussion — V7 moves from first contact to measurable outcomes in just 11 days.
From First Call to Commercials in 11 Days
A Fast, Proven Path to Value
Day 1
Introductory Call
Day 2
POC Scoping
Day 3
POC Kickoff
Day 5
POC Check-in
Day 10
POC Results Review
Day 11
Commercial discussions
Intro call, POC scoping, kickoff, check-ins, results review and commercial discussion — V7 moves from first contact to measurable outcomes in just 11 days.
Configure Anything to Fit Your Workflow
Built to Adapt. Designed Without Limits.
Answer
Type
Text
Tool
o4 Mini
Reasoning effort
Min
Low
Mid
High
AI Citations
Inputs
Set a prompt (Press @ to mention an input)
Customize every workflow, rule, interface and reasoning step. Adjust prompts, models, inputs, outputs, citations and integrations — full flexibility with zero constraints.
Configure Anything to Fit Your Workflow
Built to Adapt. Designed Without Limits.
Answer
Type
Text
Tool
o4 Mini
Reasoning effort
Min
Low
Mid
High
AI Citations
Inputs
Set a prompt (Press @ to mention an input)
Customize every workflow, rule, interface and reasoning step. Adjust prompts, models, inputs, outputs, citations and integrations — full flexibility with zero constraints.
Configure Anything to Fit Your Workflow
Built to Adapt. Designed Without Limits.
Answer
Type
Text
Tool
o4 Mini
Reasoning effort
Min
Low
Mid
High
AI Citations
Inputs
Set a prompt (Press @ to mention an input)
Customize every workflow, rule, interface and reasoning step. Adjust prompts, models, inputs, outputs, citations and integrations — full flexibility with zero constraints.
Configure Anything to Fit Your Workflow
Built to Adapt. Designed Without Limits.
Answer
Type
Text
Tool
o4 Mini
Reasoning effort
Min
Low
Mid
High
AI Citations
Inputs
Set a prompt (Press @ to mention an input)
Customize every workflow, rule, interface and reasoning step. Adjust prompts, models, inputs, outputs, citations and integrations — full flexibility with zero constraints.
Index Knowledge
All Knowledge in One Place
Investment memo generation
AI contract review
Property valuation AI
Claims processing automation
Financial statement analysis
Real estate lease abstraction
Portfolio management automation
Offering memorandum analysis
Insurance claims automation
OCR + data extraction
Due diligence automation
Pitch deck analysis
Document processing AI
Investment banking analysis
Insurance underwriting automation
Data room analysis
10-Q report analysis
Financial statement analysis
Investment memo generation
AI contract review
Property valuation AI
Claims processing automation
Financial statement analysis
Real estate lease abstraction
Portfolio management automation
Offering memorandum analysis
Insurance claims automation
OCR + data extraction
Due diligence automation
Pitch deck analysis
Document processing AI
Investment banking analysis
Insurance underwriting automation
Data room analysis
10-Q report analysis
Financial statement analysis
Product specs, sales playbooks, compliance policies, brand guides, policies, scripts, competitor briefs — neatly organized in searchable, permissioned Knowledge Hubs.
Index Knowledge
All Knowledge in One Place
Investment memo generation
AI contract review
Property valuation AI
Claims processing automation
Financial statement analysis
Real estate lease abstraction
Portfolio management automation
Offering memorandum analysis
Insurance claims automation
OCR + data extraction
Due diligence automation
Pitch deck analysis
Document processing AI
Investment banking analysis
Insurance underwriting automation
Data room analysis
10-Q report analysis
Financial statement analysis
Investment memo generation
AI contract review
Property valuation AI
Claims processing automation
Financial statement analysis
Real estate lease abstraction
Portfolio management automation
Offering memorandum analysis
Insurance claims automation
OCR + data extraction
Due diligence automation
Pitch deck analysis
Document processing AI
Investment banking analysis
Insurance underwriting automation
Data room analysis
10-Q report analysis
Financial statement analysis
Product specs, sales playbooks, compliance policies, brand guides, policies, scripts, competitor briefs — neatly organized in searchable, permissioned Knowledge Hubs.
Index Knowledge
All Knowledge in One Place
Investment memo generation
AI contract review
Property valuation AI
Claims processing automation
Financial statement analysis
Real estate lease abstraction
Portfolio management automation
Offering memorandum analysis
Insurance claims automation
OCR + data extraction
Due diligence automation
Pitch deck analysis
Document processing AI
Investment banking analysis
Insurance underwriting automation
Data room analysis
10-Q report analysis
Financial statement analysis
Investment memo generation
AI contract review
Property valuation AI
Claims processing automation
Financial statement analysis
Real estate lease abstraction
Portfolio management automation
Offering memorandum analysis
Insurance claims automation
OCR + data extraction
Due diligence automation
Pitch deck analysis
Document processing AI
Investment banking analysis
Insurance underwriting automation
Data room analysis
10-Q report analysis
Financial statement analysis
Product specs, sales playbooks, compliance policies, brand guides, policies, scripts, competitor briefs — neatly organized in searchable, permissioned Knowledge Hubs.
Index Knowledge
All Knowledge in One Place
Investment memo generation
AI contract review
Property valuation AI
Claims processing automation
Financial statement analysis
Real estate lease abstraction
Portfolio management automation
Offering memorandum analysis
Insurance claims automation
OCR + data extraction
Due diligence automation
Pitch deck analysis
Document processing AI
Investment banking analysis
Insurance underwriting automation
Data room analysis
10-Q report analysis
Financial statement analysis
Investment memo generation
AI contract review
Property valuation AI
Claims processing automation
Financial statement analysis
Real estate lease abstraction
Portfolio management automation
Offering memorandum analysis
Insurance claims automation
OCR + data extraction
Due diligence automation
Pitch deck analysis
Document processing AI
Investment banking analysis
Insurance underwriting automation
Data room analysis
10-Q report analysis
Financial statement analysis
Product specs, sales playbooks, compliance policies, brand guides, policies, scripts, competitor briefs — neatly organized in searchable, permissioned Knowledge Hubs.
Performance That Leaves Everything Else Behind
Outperforms LLMs, RPAs, IDPs & Hyperscalers
Hyperscaler
70-80%
LLM's
80-95%
RPA & IDP
80-99%
V7 Go
95-99%
On one-shot benchmarks, V7 Go reaches 95–99% accuracy, surpassing leading LLMs, RPA/IDP tools and hyperscalers across real enterprise workloads.
Performance That Leaves Everything Else Behind
Outperforms LLMs, RPAs, IDPs & Hyperscalers
Hyperscaler
70-80%
LLM's
80-95%
RPA & IDP
80-99%
V7 Go
95-99%
On one-shot benchmarks, V7 Go reaches 95–99% accuracy, surpassing leading LLMs, RPA/IDP tools and hyperscalers across real enterprise workloads.
Performance That Leaves Everything Else Behind
Outperforms LLMs, RPAs, IDPs & Hyperscalers
Hyperscaler
70-80%
LLM's
80-95%
RPA & IDP
80-99%
V7 Go
95-99%
On one-shot benchmarks, V7 Go reaches 95–99% accuracy, surpassing leading LLMs, RPA/IDP tools and hyperscalers across real enterprise workloads.
Performance That Leaves Everything Else Behind
Outperforms LLMs, RPAs, IDPs & Hyperscalers
Hyperscaler
70-80%
LLM's
80-95%
RPA & IDP
80-99%
V7 Go
95-99%
On one-shot benchmarks, V7 Go reaches 95–99% accuracy, surpassing leading LLMs, RPA/IDP tools and hyperscalers across real enterprise workloads.
Your Company’s Brain, Finally Organized
All Knowledge in One Place
Index Knowledge
Product specs, sales playbooks, compliance policies, brand guides, policies, scripts, competitor briefs — neatly organized in searchable, permissioned Knowledge Hubs.
Your Company’s Brain, Finally Organized
All Knowledge in One Place
Index Knowledge
Product specs, sales playbooks, compliance policies, brand guides, policies, scripts, competitor briefs — neatly organized in searchable, permissioned Knowledge Hubs.
Your Company’s Brain, Finally Organized
All Knowledge in One Place
Index Knowledge
Product specs, sales playbooks, compliance policies, brand guides, policies, scripts, competitor briefs — neatly organized in searchable, permissioned Knowledge Hubs.
Your Company’s Brain, Finally Organized
All Knowledge in One Place
Index Knowledge
Product specs, sales playbooks, compliance policies, brand guides, policies, scripts, competitor briefs — neatly organized in searchable, permissioned Knowledge Hubs.
FAQs
FAQs
FAQs
FAQs
Have questions?
Find answers.
Have questions?
Find answers.
Have questions?
Find answers.
How do V7 Go and Airbyte differ in their approach to enterprise data workflows?
Airbyte and V7 Go address different aspects of enterprise data workflows. Airbyte specializes in moving structured data between databases, APIs, and data warehouses through its extensive connector ecosystem with over 600 pre-built integrations. V7 Go focuses on processing unstructured documents like contracts, financial statements, and claims files using specialized AI agents that extract insights with visual grounding for auditability. Organizations often use both types of tools together, with Airbyte handling data pipeline integration and V7 Go processing document-based information that feeds into those pipelines.
+
Can V7 Go replace Airbyte for data integration needs?
V7 Go and Airbyte serve complementary rather than overlapping purposes. Airbyte is designed for ETL and ELT workflows that move structured data between systems, with features like Change Data Capture and schema propagation. V7 Go is designed for document automation workflows that extract structured data from unstructured documents. If your primary need is connecting databases and APIs for data warehousing, Airbyte is purpose-built for that use case. If you need to process documents and extract insights with compliance-ready audit trails, V7 Go addresses that requirement.
+
What compliance and auditability features does each platform offer?
Airbyte provides enterprise security features including SSO, RBAC, AWS PrivateLink, and Azure Private Link for secure data movement. V7 Go offers SOC2, ISO27001, and GDPR compliance along with visual grounding that traces every AI-generated output back to its exact source location in documents. This visual grounding creates audit trails required for SOX, HIPAA, FDA, and KYC/AML compliance in regulated industries like finance, insurance, and real estate. The platforms address different compliance needs based on their respective focus areas.
+
How do the pricing models compare between V7 Go and Airbyte?
Airbyte offers a free self-hosted open-source edition and cloud plans with either volume-based pricing on Standard or capacity-based pricing using Data Workers on Plus and Pro plans. This capacity model provides predictable costs that do not scale with data volume. V7 Go uses custom pricing based on a platform fee, user licenses, and data processing charges tailored to document volume and use case requirements. V7 Go's pricing includes white-glove service with solution engineers who build custom integrations and design industry-specific agents.
+
Which platform is better for organizations in regulated industries?
The choice depends on the specific workflow requirements. Airbyte is well-suited for regulated industries that need secure, compliant data pipelines with features like PrivateLink and enterprise security controls. V7 Go is purpose-built for regulated industries like finance, legal, insurance, and real estate that need to process documents with visual grounding for audit trails. Organizations processing contracts, claims, or financial statements with compliance requirements may find V7 Go's document-centric approach more aligned with their needs, while those focused on data warehouse integration may prefer Airbyte's connector ecosystem.
+
What level of technical expertise is required for each platform?
Airbyte provides extensive documentation and community support, with self-hosting requiring technical expertise in Docker and infrastructure management. The managed cloud option simplifies deployment for teams without deep technical resources. V7 Go offers a low-code interface accessible to business users and domain experts, with multiple interaction modes including a visual workflow designer and conversational chat interface. V7 Go's white-glove service means solution engineers handle complex integrations and custom agent development, reducing the technical burden on client teams and enabling rapid deployment with measurable outcomes.
+
How do V7 Go and Airbyte differ in their approach to enterprise data workflows?
Airbyte and V7 Go address different aspects of enterprise data workflows. Airbyte specializes in moving structured data between databases, APIs, and data warehouses through its extensive connector ecosystem with over 600 pre-built integrations. V7 Go focuses on processing unstructured documents like contracts, financial statements, and claims files using specialized AI agents that extract insights with visual grounding for auditability. Organizations often use both types of tools together, with Airbyte handling data pipeline integration and V7 Go processing document-based information that feeds into those pipelines.
+
Can V7 Go replace Airbyte for data integration needs?
V7 Go and Airbyte serve complementary rather than overlapping purposes. Airbyte is designed for ETL and ELT workflows that move structured data between systems, with features like Change Data Capture and schema propagation. V7 Go is designed for document automation workflows that extract structured data from unstructured documents. If your primary need is connecting databases and APIs for data warehousing, Airbyte is purpose-built for that use case. If you need to process documents and extract insights with compliance-ready audit trails, V7 Go addresses that requirement.
+
What compliance and auditability features does each platform offer?
Airbyte provides enterprise security features including SSO, RBAC, AWS PrivateLink, and Azure Private Link for secure data movement. V7 Go offers SOC2, ISO27001, and GDPR compliance along with visual grounding that traces every AI-generated output back to its exact source location in documents. This visual grounding creates audit trails required for SOX, HIPAA, FDA, and KYC/AML compliance in regulated industries like finance, insurance, and real estate. The platforms address different compliance needs based on their respective focus areas.
+
How do the pricing models compare between V7 Go and Airbyte?
Airbyte offers a free self-hosted open-source edition and cloud plans with either volume-based pricing on Standard or capacity-based pricing using Data Workers on Plus and Pro plans. This capacity model provides predictable costs that do not scale with data volume. V7 Go uses custom pricing based on a platform fee, user licenses, and data processing charges tailored to document volume and use case requirements. V7 Go's pricing includes white-glove service with solution engineers who build custom integrations and design industry-specific agents.
+
Which platform is better for organizations in regulated industries?
The choice depends on the specific workflow requirements. Airbyte is well-suited for regulated industries that need secure, compliant data pipelines with features like PrivateLink and enterprise security controls. V7 Go is purpose-built for regulated industries like finance, legal, insurance, and real estate that need to process documents with visual grounding for audit trails. Organizations processing contracts, claims, or financial statements with compliance requirements may find V7 Go's document-centric approach more aligned with their needs, while those focused on data warehouse integration may prefer Airbyte's connector ecosystem.
+
What level of technical expertise is required for each platform?
Airbyte provides extensive documentation and community support, with self-hosting requiring technical expertise in Docker and infrastructure management. The managed cloud option simplifies deployment for teams without deep technical resources. V7 Go offers a low-code interface accessible to business users and domain experts, with multiple interaction modes including a visual workflow designer and conversational chat interface. V7 Go's white-glove service means solution engineers handle complex integrations and custom agent development, reducing the technical burden on client teams and enabling rapid deployment with measurable outcomes.
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How do V7 Go and Airbyte differ in their approach to enterprise data workflows?
Airbyte and V7 Go address different aspects of enterprise data workflows. Airbyte specializes in moving structured data between databases, APIs, and data warehouses through its extensive connector ecosystem with over 600 pre-built integrations. V7 Go focuses on processing unstructured documents like contracts, financial statements, and claims files using specialized AI agents that extract insights with visual grounding for auditability. Organizations often use both types of tools together, with Airbyte handling data pipeline integration and V7 Go processing document-based information that feeds into those pipelines.
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Can V7 Go replace Airbyte for data integration needs?
V7 Go and Airbyte serve complementary rather than overlapping purposes. Airbyte is designed for ETL and ELT workflows that move structured data between systems, with features like Change Data Capture and schema propagation. V7 Go is designed for document automation workflows that extract structured data from unstructured documents. If your primary need is connecting databases and APIs for data warehousing, Airbyte is purpose-built for that use case. If you need to process documents and extract insights with compliance-ready audit trails, V7 Go addresses that requirement.
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What compliance and auditability features does each platform offer?
Airbyte provides enterprise security features including SSO, RBAC, AWS PrivateLink, and Azure Private Link for secure data movement. V7 Go offers SOC2, ISO27001, and GDPR compliance along with visual grounding that traces every AI-generated output back to its exact source location in documents. This visual grounding creates audit trails required for SOX, HIPAA, FDA, and KYC/AML compliance in regulated industries like finance, insurance, and real estate. The platforms address different compliance needs based on their respective focus areas.
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How do the pricing models compare between V7 Go and Airbyte?
Airbyte offers a free self-hosted open-source edition and cloud plans with either volume-based pricing on Standard or capacity-based pricing using Data Workers on Plus and Pro plans. This capacity model provides predictable costs that do not scale with data volume. V7 Go uses custom pricing based on a platform fee, user licenses, and data processing charges tailored to document volume and use case requirements. V7 Go's pricing includes white-glove service with solution engineers who build custom integrations and design industry-specific agents.
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Which platform is better for organizations in regulated industries?
The choice depends on the specific workflow requirements. Airbyte is well-suited for regulated industries that need secure, compliant data pipelines with features like PrivateLink and enterprise security controls. V7 Go is purpose-built for regulated industries like finance, legal, insurance, and real estate that need to process documents with visual grounding for audit trails. Organizations processing contracts, claims, or financial statements with compliance requirements may find V7 Go's document-centric approach more aligned with their needs, while those focused on data warehouse integration may prefer Airbyte's connector ecosystem.
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What level of technical expertise is required for each platform?
Airbyte provides extensive documentation and community support, with self-hosting requiring technical expertise in Docker and infrastructure management. The managed cloud option simplifies deployment for teams without deep technical resources. V7 Go offers a low-code interface accessible to business users and domain experts, with multiple interaction modes including a visual workflow designer and conversational chat interface. V7 Go's white-glove service means solution engineers handle complex integrations and custom agent development, reducing the technical burden on client teams and enabling rapid deployment with measurable outcomes.
+
How do V7 Go and Airbyte differ in their approach to enterprise data workflows?
Airbyte and V7 Go address different aspects of enterprise data workflows. Airbyte specializes in moving structured data between databases, APIs, and data warehouses through its extensive connector ecosystem with over 600 pre-built integrations. V7 Go focuses on processing unstructured documents like contracts, financial statements, and claims files using specialized AI agents that extract insights with visual grounding for auditability. Organizations often use both types of tools together, with Airbyte handling data pipeline integration and V7 Go processing document-based information that feeds into those pipelines.
+
Can V7 Go replace Airbyte for data integration needs?
V7 Go and Airbyte serve complementary rather than overlapping purposes. Airbyte is designed for ETL and ELT workflows that move structured data between systems, with features like Change Data Capture and schema propagation. V7 Go is designed for document automation workflows that extract structured data from unstructured documents. If your primary need is connecting databases and APIs for data warehousing, Airbyte is purpose-built for that use case. If you need to process documents and extract insights with compliance-ready audit trails, V7 Go addresses that requirement.
+
What compliance and auditability features does each platform offer?
Airbyte provides enterprise security features including SSO, RBAC, AWS PrivateLink, and Azure Private Link for secure data movement. V7 Go offers SOC2, ISO27001, and GDPR compliance along with visual grounding that traces every AI-generated output back to its exact source location in documents. This visual grounding creates audit trails required for SOX, HIPAA, FDA, and KYC/AML compliance in regulated industries like finance, insurance, and real estate. The platforms address different compliance needs based on their respective focus areas.
+
How do the pricing models compare between V7 Go and Airbyte?
Airbyte offers a free self-hosted open-source edition and cloud plans with either volume-based pricing on Standard or capacity-based pricing using Data Workers on Plus and Pro plans. This capacity model provides predictable costs that do not scale with data volume. V7 Go uses custom pricing based on a platform fee, user licenses, and data processing charges tailored to document volume and use case requirements. V7 Go's pricing includes white-glove service with solution engineers who build custom integrations and design industry-specific agents.
+
Which platform is better for organizations in regulated industries?
The choice depends on the specific workflow requirements. Airbyte is well-suited for regulated industries that need secure, compliant data pipelines with features like PrivateLink and enterprise security controls. V7 Go is purpose-built for regulated industries like finance, legal, insurance, and real estate that need to process documents with visual grounding for audit trails. Organizations processing contracts, claims, or financial statements with compliance requirements may find V7 Go's document-centric approach more aligned with their needs, while those focused on data warehouse integration may prefer Airbyte's connector ecosystem.
+
What level of technical expertise is required for each platform?
Airbyte provides extensive documentation and community support, with self-hosting requiring technical expertise in Docker and infrastructure management. The managed cloud option simplifies deployment for teams without deep technical resources. V7 Go offers a low-code interface accessible to business users and domain experts, with multiple interaction modes including a visual workflow designer and conversational chat interface. V7 Go's white-glove service means solution engineers handle complex integrations and custom agent development, reducing the technical burden on client teams and enabling rapid deployment with measurable outcomes.
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Don't wait too long
Don't wait too long
Don't wait too long
Don't wait too long
Move beyond prototypes.
Move beyond prototypes.
Build AI workflows that scale.
Build AI workflows that scale.
With V7, not workarounds.
With V7, not workarounds.
Welcome Go
Welcome Go
Welcome Go
It's time
See how V7 fits your documents, workflows, and compliance needs.