Run an experiment

Run an experiment

Run an experiment

Testing before production

Testing before production

Testing before production

with V7 Go's Run an experiment

with V7 Go's Run an experiment

with V7 Go's Run an experiment

Reporting outcome metrics

safely

Runs controlled experiments with defined inputs, variations, and evaluation criteria.

Get started researching

Prompt Experiments

Model Benchmarks

Workflow Testing

Edge-Case Testing

Performance Testing

Tool Comparison

AI Experimentation & Benchmarking Workflow

Define experiment parameters

Run controlled AI workflows

Compare outcomes objectively

AI Experimentation & Benchmarking Workflow

Define experiment parameters

Run controlled AI workflows

Compare outcomes objectively

AI Experimentation & Benchmarking Workflow

Define experiment parameters

Run controlled AI workflows

Compare outcomes objectively

Connect all your apps to AI

and orchestrate them from one place

Automate complex workflows across all your tools—seamlessly connecting data, actions, and systems through AI-powered orchestration.

Use it for

Experiments
Testing
Evaluation
Optimization
  • Prompt Experiments

    Test and compare prompt strategies.

  • Model Benchmarks

    Evaluate outputs across models or configurations.

  • Workflow Testing

    Validate agent workflows before rollout.

  • Edge-Case Testing

    Explore failure modes safely.

  • Performance Testing

    Measure consistency and quality.

Prompt Experiments

Run an experiment

Run an experiment

Prompt Experiments

Run an experiment

Run an experiment

Testimonials

Testimonials

Trusted by teams shipping AI to production

Trusted by teams shipping AI to production

What customers say after choosing V7 Go

What customers say after choosing V7 Go

Features

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

  • 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

  • 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

Everything you need to run AI in production

Everything you need to run AI in production

A complete platform for document intelligence and workflows

A complete platform for document intelligence and workflows

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

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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.

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.

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

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.

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.

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.

The V7 Product Suite

One Unified Workspace. Endless AI Capabilities.

AI Tables, AI Docs, automated document generation, Knowledge Hubs and powerful integrations — all working together like an AI-native Microsoft Office.

The V7 Product Suite

One Unified Workspace. Endless AI Capabilities.

AI Tables, AI Docs, automated document generation, Knowledge Hubs and powerful integrations — all working together like an AI-native Microsoft Office.

FAQs

FAQs

Have questions?
Find answers.

Have questions?
Find answers.

Have questions?
Find answers.

Any more questions?

What kind of experiments can I run? Is it only for software testing?

You can run a wide range of experiments, from testing AI model performance or prompt variations to simulating the impact of different business strategies, like new pricing models, using your data.

+

How do I define the success criteria for an experiment?

You define the evaluation criteria in the experiment setup. This could be quantitative metrics like accuracy, conversion rate or qualitative scores like user satisfaction, output quality.

+

Does this agent help with A/B testing?

Yes, its perfect for A/B testing and more complex multivariate testing. You can define multiple variations, and the agent will run them in a controlled environment and report on their comparative performance.

+

What kind of report does it generate?

It produces a structured experiment report that includes the initial hypothesis, the parameters of each variation, the raw results, and a statistical analysis comparing the outcomes.

+

Can it help prevent a bad change from going into production?

Absolutely. By testing new models, prompts, or workflows in a controlled setting, you can validate their performance and safety before deploying them to a production environment, reducing risk.

+

Does it require a lot of data to run an experiment?

Not necessarily. The data requirements depend on the experiment. For some tests, like comparing two prompts on a specific task, you might only need a small set of test cases.

+

What kind of experiments can I run? Is it only for software testing?

You can run a wide range of experiments, from testing AI model performance or prompt variations to simulating the impact of different business strategies, like new pricing models, using your data.

+

How do I define the success criteria for an experiment?

You define the evaluation criteria in the experiment setup. This could be quantitative metrics like accuracy, conversion rate or qualitative scores like user satisfaction, output quality.

+

Does this agent help with A/B testing?

Yes, its perfect for A/B testing and more complex multivariate testing. You can define multiple variations, and the agent will run them in a controlled environment and report on their comparative performance.

+

What kind of report does it generate?

It produces a structured experiment report that includes the initial hypothesis, the parameters of each variation, the raw results, and a statistical analysis comparing the outcomes.

+

Can it help prevent a bad change from going into production?

Absolutely. By testing new models, prompts, or workflows in a controlled setting, you can validate their performance and safety before deploying them to a production environment, reducing risk.

+

Does it require a lot of data to run an experiment?

Not necessarily. The data requirements depend on the experiment. For some tests, like comparing two prompts on a specific task, you might only need a small set of test cases.

+

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

It's time

See how V7 fits your documents, workflows, and compliance needs.