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V7 vs. Sprout.ai
V7 vs. Sprout.ai
V7 vs. Sprout.ai
Searching for a good Sprout.ai alternative?
Searching for a good Sprout.ai alternative?
Searching for a good Sprout.ai alternative?
Evaluating Sprout.ai as an AI claims automation platform
Evaluating Sprout.ai as an AI claims automation platform
V7
vs.
V7
vs.
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Why choose V7 over Sprout.ai?
Both platforms automate insurance claims processing. V7 Go adds visual grounding for audit trails and extends to underwriting and risk workflows.
Overview
Overview
Visual Source Citations
V7 Go traces every extracted data point to its exact location in source documents, creating the audit trails that compliance teams need for regulatory reporting.
Beyond Claims Settlement
V7 Go extends into underwriting, risk evaluation, and fraud investigation workflows, serving teams across the insurance organization rather than claims handlers alone.
Custom Agent Development
Solution engineers design agents tailored to specific policy types and claims categories, with custom integrations to legacy claims management systems.
Features
Features
Features
What makes V7 Go the best Sprout.ai alternative
Compare claims automation capabilities side by side
Features
Features
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V7
Sprout.ai
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Claims document extraction
Claims document extraction
Claims document extraction
Claims document extraction
Extracts data from PDFs, images, handwritten notes with 95-99% accuracy and 1M+ token context
Extracts data from PDFs, images, handwritten notes with 95-99% accuracy and 1M+ token context
V7
Extracts data from PDFs, images, handwritten notes with 95-99% accuracy and 1M+ token context
Extracts data from PDFs, images, handwritten notes with 95-99% accuracy and 1M+ token context
Extracts up to 180 data points per claim from PDFs, images, emails, and handwritten notes
Extracts up to 180 data points per claim from PDFs, images, emails, and handwritten notes
Sprout.ai
Extracts up to 180 data points per claim from PDFs, images, emails, and handwritten notes
Extracts up to 180 data points per claim from PDFs, images, emails, and handwritten notes
Policy checking accuracy
Cross-references claims against policy terms with visual citations showing exact source locations
Cross-references claims against policy terms with visual citations showing exact source locations
V7
Cross-references claims against policy terms with visual citations showing exact source locations
Cross-references claims against policy terms with visual citations showing exact source locations
Claims 99% accuracy from day one with real-time policy term cross-referencing
Claims 99% accuracy from day one with real-time policy term cross-referencing
Sprout.ai
Claims 99% accuracy from day one with real-time policy term cross-referencing
Claims 99% accuracy from day one with real-time policy term cross-referencing
Visual source grounding
Every extracted value links to its exact location in source documents for audit trails
Every extracted value links to its exact location in source documents for audit trails
V7
Every extracted value links to its exact location in source documents for audit trails
Every extracted value links to its exact location in source documents for audit trails
Provides decision rationale but without visual document location mapping for audits
Provides decision rationale but without visual document location mapping for audits
Sprout.ai
Provides decision rationale but without visual document location mapping for audits
Provides decision rationale but without visual document location mapping for audits
Fraud detection
Specialized fraud investigation agents analyze document anomalies and cross-reference claim patterns
Specialized fraud investigation agents analyze document anomalies and cross-reference claim patterns
V7
Specialized fraud investigation agents analyze document anomalies and cross-reference claim patterns
Specialized fraud investigation agents analyze document anomalies and cross-reference claim patterns
Built-in image analysis and anomaly detection flags altered documents and suspicious patterns
Built-in image analysis and anomaly detection flags altered documents and suspicious patterns
Sprout.ai
Built-in image analysis and anomaly detection flags altered documents and suspicious patterns
Built-in image analysis and anomaly detection flags altered documents and suspicious patterns
Straight-through processing
Configurable automation rules with human-in-the-loop review stages for complex claims
Configurable automation rules with human-in-the-loop review stages for complex claims
V7
Configurable automation rules with human-in-the-loop review stages for complex claims
Configurable automation rules with human-in-the-loop review stages for complex claims
Settles straightforward claims in seconds with 60%+ real-time processing rates reported
Settles straightforward claims in seconds with 60%+ real-time processing rates reported
Sprout.ai
Settles straightforward claims in seconds with 60%+ real-time processing rates reported
Settles straightforward claims in seconds with 60%+ real-time processing rates reported
Underwriting workflows
Dedicated agents for risk evaluation, policy analysis, and underwriting document review
Dedicated agents for risk evaluation, policy analysis, and underwriting document review
V7
Dedicated agents for risk evaluation, policy analysis, and underwriting document review
Dedicated agents for risk evaluation, policy analysis, and underwriting document review
Primarily focused on claims processing rather than underwriting and risk workflows
Primarily focused on claims processing rather than underwriting and risk workflows
Sprout.ai
Primarily focused on claims processing rather than underwriting and risk workflows
Primarily focused on claims processing rather than underwriting and risk workflows
Pricing
Pricing
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Pricing
Sprout.ai pricing explained
Both platforms use custom enterprise pricing based on claims volume
Features
Features
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Features
V7
V7 Go pricing includes a base platform fee, user licenses, and data processing charges based on claims volume and document throughput. The platform offers predictable usage-based pricing that scales with your processing needs. White-glove service includes solution engineers who build custom integrations with legacy claims systems, design agents for specific policy types, and provide hands-on implementation support. Free proof of concept available with sample claims documents before commitment.
V7 Go pricing includes a base platform fee, user licenses, and data processing charges based on claims volume and document throughput. The platform offers predictable usage-based pricing that scales with your processing needs. White-glove service includes solution engineers who build custom integrations with legacy claims systems, design agents for specific policy types, and provide hands-on implementation support. Free proof of concept available with sample claims documents before commitment.
Base platform fee plus user licenses and usage-based processing charges
Base platform fee plus user licenses and usage-based processing charges
Base platform fee plus user licenses and usage-based processing charges
Base platform fee plus user licenses and usage-based processing charges
Free proof of concept with sample claims documents before commitment
Free proof of concept with sample claims documents before commitment
Free proof of concept with sample claims documents before commitment
Free proof of concept with sample claims documents before commitment
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
Sprout.ai
Sprout.ai does not publish pricing publicly. The platform uses custom enterprise pricing based on claims volume, lines of business, and integration requirements. Pricing is positioned around ROI through increased productivity, reduced error rates, and lower claims leakage. Case studies reference savings of approximately £21 per claim in some implementations. Quotes are available through direct enterprise sales engagement with the Sprout.ai team.
Sprout.ai does not publish pricing publicly. The platform uses custom enterprise pricing based on claims volume, lines of business, and integration requirements. Pricing is positioned around ROI through increased productivity, reduced error rates, and lower claims leakage. Case studies reference savings of approximately £21 per claim in some implementations. Quotes are available through direct enterprise sales engagement with the Sprout.ai team.
Custom enterprise pricing based on claims volume and lines of business
Custom enterprise pricing based on claims volume and lines of business
Custom enterprise pricing based on claims volume and lines of business
Custom enterprise pricing based on claims volume and lines of business
ROI-focused positioning with documented savings per claim in case studies
ROI-focused positioning with documented savings per claim in case studies
ROI-focused positioning with documented savings per claim in case studies
ROI-focused positioning with documented savings per claim in case studies
Quotes available through direct enterprise sales engagement
Quotes available through direct enterprise sales engagement
Quotes available through direct enterprise sales engagement
Quotes available through direct enterprise sales engagement
Comparison
Comparison
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Comparison
Comparing V7 Go and Sprout.ai capabilities
Understanding pricing and implementation for claims automation
Features
Features
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Features
V7
AI automation platform for insurance claims and underwriting
V7 Go is an AI automation platform that handles insurance claims processing, underwriting, and risk evaluation workflows. The platform extracts data from claims documents with visual grounding that traces every output to its exact source location, creating audit trails for regulatory compliance. V7 Go achieves 95-99% accuracy on document extraction benchmarks and supports 1M+ token context windows for analyzing large claim bundles. The platform includes specialized agents for fraud investigation, policy analysis, and claims triage. White-glove service provides solution engineers who build custom integrations with legacy claims systems and design agents tailored to specific policy types.
Sprout.ai
AI-powered claims automation for insurance
Sprout.ai is a purpose-built AI platform that automates insurance claims processing from First Notice of Loss through settlement. The platform extracts up to 180 data points per claim from unstructured documents including PDFs, images, emails, and handwritten notes. Its policy checking engine cross-references claims data against policy terms in real time, claiming 99% accuracy from day one. Built-in fraud detection uses image analysis and anomaly checks to flag altered documents. For straightforward claims, the system supports straight-through processing that settles in seconds. Sprout.ai integrates with core insurance platforms via API and handles property, health, motor, and marine lines.
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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stroke-width="2.658" stroke="rgb(0, 0, 0)" transform="translate(0 5724.515)" width="10914.859276774878px"/><path d="M 0 0 L 10914.859 15.281" fill="transparent" height="15.280901282515515px" id="aF7yw4ARI" stroke-dasharray="" stroke-linecap="butt" stroke-linejoin="miter" stroke-miterlimit="10" stroke-width="2.658" stroke="rgb(0, 0, 0)" transform="translate(0 4197.547)" width="10914.859276774878px"/><path d="M 0 0 L 10914.859 15.281" fill="transparent" height="15.280901282515515px" id="BWfAofqB_" stroke-dasharray="" stroke-linecap="butt" stroke-linejoin="miter" stroke-miterlimit="10" stroke-width="2.658" stroke="rgb(0, 0, 0)" transform="translate(0 5915.476)" width="10914.859276774878px"/><path d="M 0 0 L 10914.859 15.281" fill="transparent" height="15.280901282514606px" id="X356pSU9g" stroke-dasharray="" stroke-linecap="butt" stroke-linejoin="miter" stroke-miterlimit="10" stroke-width="2.658" stroke="rgb(0, 0, 0)" transform="translate(0 4388.508)" width="10914.859276774878px"/><path 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
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Everything you need to run AI in production
A complete platform for document intelligence and workflows
Features
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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 does V7 Go's visual grounding help with insurance compliance requirements?
V7 Go's visual grounding creates a direct link between every extracted data point and its exact location in the source document. When a claims handler or auditor reviews a processed claim, they can click on any value and see exactly where it came from in the original PDF, image, or scanned document. This creates the audit trail that regulators require for compliance reporting. Sprout.ai provides decision rationale and explanations, but V7 Go's visual citations make it faster to verify accuracy and demonstrate data provenance during audits. For insurance workflows subject to regulatory scrutiny, this traceability reduces the time spent on compliance documentation.
+
Can V7 Go handle the same claims document types that Sprout.ai processes?
Yes. V7 Go's document processing handles PDFs, images, emails, handwritten notes, and scanned documents. The platform supports 1M+ token context windows, which means it can process large claim bundles with multiple attachments in a single pass. Both platforms extract structured data from unstructured claims documents. V7 Go achieves 95-99% accuracy on document extraction benchmarks. The key difference is that V7 Go's visual grounding shows exactly where each extracted value came from, while Sprout.ai focuses on the extracted data and decision rationale without the same level of source location mapping.
+
Does V7 Go offer fraud detection capabilities like Sprout.ai?
V7 Go includes specialized AI agents for fraud investigation that analyze document anomalies and cross-reference claim patterns. Sprout.ai has built-in image analysis that flags altered documents and data anomaly checks. Both platforms can identify suspicious claims. V7 Go's approach uses configurable agents that solution engineers can tailor to specific fraud patterns relevant to your policy types. The visual grounding also helps fraud investigators quickly verify the source of flagged data points when reviewing suspicious claims.
+
How do the platforms compare for underwriting workflows beyond claims?
Sprout.ai focuses primarily on claims processing from FNOL to settlement. V7 Go extends into underwriting, risk evaluation, and policy analysis workflows. This means V7 Go can serve teams across the insurance organization rather than claims handlers alone. Solution engineers can design agents for specific underwriting document types, risk assessment criteria, and policy review processes. If your organization needs automation beyond claims settlement, V7 Go provides a single platform that covers multiple insurance workflows.
+
What implementation support does each platform provide?
Both platforms integrate with core insurance systems via API. Sprout.ai emphasizes minimal disruption during implementation and scalability for high claim volumes. V7 Go provides white-glove service with solution engineers who build custom integrations with legacy claims management systems and design agents tailored to specific policy types. V7 Go offers a free proof of concept with sample claims documents before commitment. The implementation approach depends on whether you prefer self-directed integration or hands-on engineering support.
+
Which platform is better for processing high volumes of straightforward claims?
Sprout.ai has documented case studies showing 60%+ real-time straight-through processing rates for straightforward claims, with some settling in seconds. V7 Go provides configurable automation rules with human-in-the-loop review stages that you can adjust based on claim complexity. Both platforms handle high volumes. Sprout.ai has specific benchmarks for claims settlement speed. V7 Go's strength is the visual grounding that makes it faster to verify and audit processed claims, plus the ability to extend the same platform into underwriting and risk workflows as your automation needs grow.
+
How does V7 Go's visual grounding help with insurance compliance requirements?
V7 Go's visual grounding creates a direct link between every extracted data point and its exact location in the source document. When a claims handler or auditor reviews a processed claim, they can click on any value and see exactly where it came from in the original PDF, image, or scanned document. This creates the audit trail that regulators require for compliance reporting. Sprout.ai provides decision rationale and explanations, but V7 Go's visual citations make it faster to verify accuracy and demonstrate data provenance during audits. For insurance workflows subject to regulatory scrutiny, this traceability reduces the time spent on compliance documentation.
+
Can V7 Go handle the same claims document types that Sprout.ai processes?
Yes. V7 Go's document processing handles PDFs, images, emails, handwritten notes, and scanned documents. The platform supports 1M+ token context windows, which means it can process large claim bundles with multiple attachments in a single pass. Both platforms extract structured data from unstructured claims documents. V7 Go achieves 95-99% accuracy on document extraction benchmarks. The key difference is that V7 Go's visual grounding shows exactly where each extracted value came from, while Sprout.ai focuses on the extracted data and decision rationale without the same level of source location mapping.
+
Does V7 Go offer fraud detection capabilities like Sprout.ai?
V7 Go includes specialized AI agents for fraud investigation that analyze document anomalies and cross-reference claim patterns. Sprout.ai has built-in image analysis that flags altered documents and data anomaly checks. Both platforms can identify suspicious claims. V7 Go's approach uses configurable agents that solution engineers can tailor to specific fraud patterns relevant to your policy types. The visual grounding also helps fraud investigators quickly verify the source of flagged data points when reviewing suspicious claims.
+
How do the platforms compare for underwriting workflows beyond claims?
Sprout.ai focuses primarily on claims processing from FNOL to settlement. V7 Go extends into underwriting, risk evaluation, and policy analysis workflows. This means V7 Go can serve teams across the insurance organization rather than claims handlers alone. Solution engineers can design agents for specific underwriting document types, risk assessment criteria, and policy review processes. If your organization needs automation beyond claims settlement, V7 Go provides a single platform that covers multiple insurance workflows.
+
What implementation support does each platform provide?
Both platforms integrate with core insurance systems via API. Sprout.ai emphasizes minimal disruption during implementation and scalability for high claim volumes. V7 Go provides white-glove service with solution engineers who build custom integrations with legacy claims management systems and design agents tailored to specific policy types. V7 Go offers a free proof of concept with sample claims documents before commitment. The implementation approach depends on whether you prefer self-directed integration or hands-on engineering support.
+
Which platform is better for processing high volumes of straightforward claims?
Sprout.ai has documented case studies showing 60%+ real-time straight-through processing rates for straightforward claims, with some settling in seconds. V7 Go provides configurable automation rules with human-in-the-loop review stages that you can adjust based on claim complexity. Both platforms handle high volumes. Sprout.ai has specific benchmarks for claims settlement speed. V7 Go's strength is the visual grounding that makes it faster to verify and audit processed claims, plus the ability to extend the same platform into underwriting and risk workflows as your automation needs grow.
+
How does V7 Go's visual grounding help with insurance compliance requirements?
V7 Go's visual grounding creates a direct link between every extracted data point and its exact location in the source document. When a claims handler or auditor reviews a processed claim, they can click on any value and see exactly where it came from in the original PDF, image, or scanned document. This creates the audit trail that regulators require for compliance reporting. Sprout.ai provides decision rationale and explanations, but V7 Go's visual citations make it faster to verify accuracy and demonstrate data provenance during audits. For insurance workflows subject to regulatory scrutiny, this traceability reduces the time spent on compliance documentation.
+
Can V7 Go handle the same claims document types that Sprout.ai processes?
Yes. V7 Go's document processing handles PDFs, images, emails, handwritten notes, and scanned documents. The platform supports 1M+ token context windows, which means it can process large claim bundles with multiple attachments in a single pass. Both platforms extract structured data from unstructured claims documents. V7 Go achieves 95-99% accuracy on document extraction benchmarks. The key difference is that V7 Go's visual grounding shows exactly where each extracted value came from, while Sprout.ai focuses on the extracted data and decision rationale without the same level of source location mapping.
+
Does V7 Go offer fraud detection capabilities like Sprout.ai?
V7 Go includes specialized AI agents for fraud investigation that analyze document anomalies and cross-reference claim patterns. Sprout.ai has built-in image analysis that flags altered documents and data anomaly checks. Both platforms can identify suspicious claims. V7 Go's approach uses configurable agents that solution engineers can tailor to specific fraud patterns relevant to your policy types. The visual grounding also helps fraud investigators quickly verify the source of flagged data points when reviewing suspicious claims.
+
How do the platforms compare for underwriting workflows beyond claims?
Sprout.ai focuses primarily on claims processing from FNOL to settlement. V7 Go extends into underwriting, risk evaluation, and policy analysis workflows. This means V7 Go can serve teams across the insurance organization rather than claims handlers alone. Solution engineers can design agents for specific underwriting document types, risk assessment criteria, and policy review processes. If your organization needs automation beyond claims settlement, V7 Go provides a single platform that covers multiple insurance workflows.
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What implementation support does each platform provide?
Both platforms integrate with core insurance systems via API. Sprout.ai emphasizes minimal disruption during implementation and scalability for high claim volumes. V7 Go provides white-glove service with solution engineers who build custom integrations with legacy claims management systems and design agents tailored to specific policy types. V7 Go offers a free proof of concept with sample claims documents before commitment. The implementation approach depends on whether you prefer self-directed integration or hands-on engineering support.
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Which platform is better for processing high volumes of straightforward claims?
Sprout.ai has documented case studies showing 60%+ real-time straight-through processing rates for straightforward claims, with some settling in seconds. V7 Go provides configurable automation rules with human-in-the-loop review stages that you can adjust based on claim complexity. Both platforms handle high volumes. Sprout.ai has specific benchmarks for claims settlement speed. V7 Go's strength is the visual grounding that makes it faster to verify and audit processed claims, plus the ability to extend the same platform into underwriting and risk workflows as your automation needs grow.
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How does V7 Go's visual grounding help with insurance compliance requirements?
V7 Go's visual grounding creates a direct link between every extracted data point and its exact location in the source document. When a claims handler or auditor reviews a processed claim, they can click on any value and see exactly where it came from in the original PDF, image, or scanned document. This creates the audit trail that regulators require for compliance reporting. Sprout.ai provides decision rationale and explanations, but V7 Go's visual citations make it faster to verify accuracy and demonstrate data provenance during audits. For insurance workflows subject to regulatory scrutiny, this traceability reduces the time spent on compliance documentation.
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Can V7 Go handle the same claims document types that Sprout.ai processes?
Yes. V7 Go's document processing handles PDFs, images, emails, handwritten notes, and scanned documents. The platform supports 1M+ token context windows, which means it can process large claim bundles with multiple attachments in a single pass. Both platforms extract structured data from unstructured claims documents. V7 Go achieves 95-99% accuracy on document extraction benchmarks. The key difference is that V7 Go's visual grounding shows exactly where each extracted value came from, while Sprout.ai focuses on the extracted data and decision rationale without the same level of source location mapping.
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Does V7 Go offer fraud detection capabilities like Sprout.ai?
V7 Go includes specialized AI agents for fraud investigation that analyze document anomalies and cross-reference claim patterns. Sprout.ai has built-in image analysis that flags altered documents and data anomaly checks. Both platforms can identify suspicious claims. V7 Go's approach uses configurable agents that solution engineers can tailor to specific fraud patterns relevant to your policy types. The visual grounding also helps fraud investigators quickly verify the source of flagged data points when reviewing suspicious claims.
+
How do the platforms compare for underwriting workflows beyond claims?
Sprout.ai focuses primarily on claims processing from FNOL to settlement. V7 Go extends into underwriting, risk evaluation, and policy analysis workflows. This means V7 Go can serve teams across the insurance organization rather than claims handlers alone. Solution engineers can design agents for specific underwriting document types, risk assessment criteria, and policy review processes. If your organization needs automation beyond claims settlement, V7 Go provides a single platform that covers multiple insurance workflows.
+
What implementation support does each platform provide?
Both platforms integrate with core insurance systems via API. Sprout.ai emphasizes minimal disruption during implementation and scalability for high claim volumes. V7 Go provides white-glove service with solution engineers who build custom integrations with legacy claims management systems and design agents tailored to specific policy types. V7 Go offers a free proof of concept with sample claims documents before commitment. The implementation approach depends on whether you prefer self-directed integration or hands-on engineering support.
+
Which platform is better for processing high volumes of straightforward claims?
Sprout.ai has documented case studies showing 60%+ real-time straight-through processing rates for straightforward claims, with some settling in seconds. V7 Go provides configurable automation rules with human-in-the-loop review stages that you can adjust based on claim complexity. Both platforms handle high volumes. Sprout.ai has specific benchmarks for claims settlement speed. V7 Go's strength is the visual grounding that makes it faster to verify and audit processed claims, plus the ability to extend the same platform into underwriting and risk workflows as your automation needs grow.
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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
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