How Finance Firms Run LLMs at Scale

Watch Video

A new framework for building AI agents.

Compare

V7 vs. Federato

Searching for a good Federato alternative?

Evaluating Federato as an AI-native insurance platform

vs.

Summarise article

Generate key take-away's

Get started

Why choose V7 over Federato?

Both platforms automate insurance workflows with AI. Federato focuses on underwriting, while V7 Go extends to claims, policy analysis, and beyond.

Overview

Visual Source Grounding

V7 Go highlights the exact location in source documents where each data point was extracted, creating verifiable audit trails that Federato's explained quotes do not provide at the document level.

Full Lifecycle Coverage

V7 Go automates claims processing, policy document analysis, and renewal workflows alongside underwriting, while Federato focuses primarily on the submission-to-quote process.

Cross-Department Workflows

V7 Go connects insurance document workflows to finance, legal, and operations teams through a unified platform, rather than serving underwriters exclusively.

Features

What makes V7 Go the best Federato alternative

Compare document processing and workflow automation capabilities

Features

Get started

Federato

vs.

Underwriting automation

Extracts data from submissions, applications, and supporting documents with specialized agents

Agentic AI generates complete, explained quotes from submissions within minutes

Federato

Agentic AI generates complete, explained quotes from submissions within minutes

Visual source citations

Every extracted value links to its exact location in the source document for verification

Provides quote explanations but without document-level source location mapping

Federato

Provides quote explanations but without document-level source location mapping

Claims processing

Processes claims files, loss runs, and adjuster reports with configurable review workflows

Platform focuses on underwriting; claims automation is not a core capability

Federato

Platform focuses on underwriting; claims automation is not a core capability

No-code workflow builder

Visual workflow designer with conditional logic, branching, and human review stages

Orchestrate provides no-code workflow design specifically for underwriting processes

Federato

Orchestrate provides no-code workflow design specifically for underwriting processes

Portfolio monitoring

Document-level analytics and extraction metrics, not real-time underwriting portfolio views

Real-time portfolio visibility with appetite tracking and strategy drift prevention

Federato

Real-time portfolio visibility with appetite tracking and strategy drift prevention

Document extraction accuracy

95-99% accuracy on document extraction benchmarks with validation workflows

Accuracy metrics not publicly disclosed; focuses on quote generation rather than extraction

Federato

Accuracy metrics not publicly disclosed; focuses on quote generation rather than extraction

Pricing

Get started

Federato pricing explained

Both platforms use enterprise pricing models with custom quotes

Features

Get started

V7 Go pricing includes a base platform fee, user licenses, and data processing charges based on document volume. The platform offers a free proof of concept with your actual insurance documents before commitment. White-glove service includes solution engineers who build custom integrations with policy administration systems and design agents for specific insurance workflows. Pricing scales predictably with usage rather than per-quote or per-transaction fees.

Base platform fee plus user licenses and usage-based document processing

Free proof of concept with your insurance documents before commitment

Solution engineers included for custom integrations and agent development

Federato

Federato does not publish pricing publicly and operates through enterprise sales. The platform emphasizes ROI through system consolidation and improved underwriting outcomes. Federato's messaging suggests that improved risk decisioning on a single account can offset IT transformation costs for decades. Pricing is likely structured around enterprise deployment with custom quotes based on carrier size, premium volume, and specific implementation requirements.

Enterprise pricing with custom quotes based on carrier requirements

ROI-focused positioning emphasizing system consolidation savings

Recently raised $100M Series D, indicating significant enterprise investment

Comparison

Get started

Comparing V7 Go and Federato capabilities

Understanding pricing models for insurance AI platforms

Features

Get started

AI automation platform for insurance document workflows

V7 Go is an AI automation platform that processes insurance documents across underwriting, claims, and policy management. The platform uses specialized AI agents to extract data from submissions, loss runs, policy documents, and claims files with 95-99% accuracy. Visual grounding traces every extracted value to its exact source location, creating audit trails for compliance. V7 Go handles complex document types including handwritten notes, mixed-format PDFs, and large document bundles with 1M+ token context windows. Solution engineers build custom integrations with legacy policy administration systems and design agents for specific insurance workflows.

Federato

AI-native underwriting platform for insurance carriers

Federato is an AI-native insurance platform designed to replace fragmented legacy systems with a unified underwriting workflow. Built by former underwriters, the platform uses agentic AI to automatically analyze submissions and generate complete, explained quotes within minutes. Federato's Orchestrate tool provides no-code workflow design, while its real-time portfolio monitoring prevents strategy drift. The platform serves carriers, MGAs, mutuals, and MGA aggregators, with clients reporting 90% reduction in systems used and 89% reduction in time to quote. Federato recently raised $100M in Series D funding from Goldman Sachs.

Testimonials

Get started

Trusted by teams shipping AI to production

What customers say after choosing V7 Go

Features

Get started

Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."
James Tomlinson
Managing Director
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
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."
James Tomlinson
Managing Director
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
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."
James Tomlinson
Managing Director
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
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."
James Tomlinson
Managing Director
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

Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."
James Tomlinson
Managing Director
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
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."
James Tomlinson
Managing Director
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
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."
James Tomlinson
Managing Director
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
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."
James Tomlinson
Managing Director
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

Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."
James Tomlinson
Managing Director
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
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."
James Tomlinson
Managing Director
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
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."
James Tomlinson
Managing Director
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
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."
James Tomlinson
Managing Director
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