90% ROI increase

AI Customer Feedback Analysis Agent

Find the signal in your customer feedback noise

V7 Go’s agent analyzes all your qualitative customer feedback, from app reviews to NPS comments. Delegate the task of reading everything, and get back a prioritized summary of what your customers are really telling you.

Shareholder agreement review

  • Mercedes-Benz logo
    SMC  logo
    Philips logo
    Bayer Logo
    Mars Logo
    Roche logo
    Sony logo
    Alaris logo

See AI Customer Feedback Analysis Agent in action

Play video

Shareholder agreement review

  • Mercedes-Benz logo
    SMC  logo
    Philips logo
    Bayer Logo
    Mars Logo
    Roche logo
    Sony logo
    Alaris logo

See AI Customer Feedback Analysis Agent in action

Play video

Shareholder agreement review

  • Mercedes-Benz logo
    SMC  logo
    Philips logo
    Bayer Logo
    Mars Logo
    Roche logo
    Sony logo
    Alaris logo

See AI Customer Feedback Analysis Agent in action

Play video

Shareholder agreement review

  • Mercedes-Benz logo
    SMC  logo
    Philips logo
    Bayer Logo
    Mars Logo
    Roche logo
    Sony logo
    Alaris logo

See AI Customer Feedback Analysis Agent in action

Play video

Time comparison

Time comparison

Traditional way

40-60 hours per quarter

40-60 hours per quarter

With V7 Go agents

2-3 hours

2-3 hours

Average time saved

90%

90%

Why V7 Go

Why V7 Go

Thematic Analysis & Clustering

The agent reads thousands of pieces of feedback and automatically groups them into key themes. Discover if your customers are talking about 'pricing,' 'user interface,' 'performance speed,' or 'a specific feature request.'

Thematic Analysis & Clustering

The agent reads thousands of pieces of feedback and automatically groups them into key themes. Discover if your customers are talking about 'pricing,' 'user interface,' 'performance speed,' or 'a specific feature request.'

Thematic Analysis & Clustering

The agent reads thousands of pieces of feedback and automatically groups them into key themes. Discover if your customers are talking about 'pricing,' 'user interface,' 'performance speed,' or 'a specific feature request.'

Thematic Analysis & Clustering

The agent reads thousands of pieces of feedback and automatically groups them into key themes. Discover if your customers are talking about 'pricing,' 'user interface,' 'performance speed,' or 'a specific feature request.'

Sentiment Analysis per Theme

Go beyond a simple positive/negative score. The agent determines the sentiment *for each theme*. This allows you to see that while customers are happy with your support, they are frustrated with your mobile app's performance.

Sentiment Analysis per Theme

Go beyond a simple positive/negative score. The agent determines the sentiment *for each theme*. This allows you to see that while customers are happy with your support, they are frustrated with your mobile app's performance.

Sentiment Analysis per Theme

Go beyond a simple positive/negative score. The agent determines the sentiment *for each theme*. This allows you to see that while customers are happy with your support, they are frustrated with your mobile app's performance.

Sentiment Analysis per Theme

Go beyond a simple positive/negative score. The agent determines the sentiment *for each theme*. This allows you to see that while customers are happy with your support, they are frustrated with your mobile app's performance.

Emerging Issue Detection

By analyzing feedback over time, the agent can detect emerging trends. Get an early warning if a new bug is being reported after a release, or if mentions of a competitor are suddenly increasing.

Emerging Issue Detection

By analyzing feedback over time, the agent can detect emerging trends. Get an early warning if a new bug is being reported after a release, or if mentions of a competitor are suddenly increasing.

Emerging Issue Detection

By analyzing feedback over time, the agent can detect emerging trends. Get an early warning if a new bug is being reported after a release, or if mentions of a competitor are suddenly increasing.

Emerging Issue Detection

By analyzing feedback over time, the agent can detect emerging trends. Get an early warning if a new bug is being reported after a release, or if mentions of a competitor are suddenly increasing.

Cross-Platform Data Aggregation

The agent connects to all your feedback sources: App Store reviews, support tickets (Zendesk, Intercom), surveys (SurveyMonkey, Typeform), and NPS comments, creating a single, unified view of customer sentiment.

Cross-Platform Data Aggregation

The agent connects to all your feedback sources: App Store reviews, support tickets (Zendesk, Intercom), surveys (SurveyMonkey, Typeform), and NPS comments, creating a single, unified view of customer sentiment.

Cross-Platform Data Aggregation

The agent connects to all your feedback sources: App Store reviews, support tickets (Zendesk, Intercom), surveys (SurveyMonkey, Typeform), and NPS comments, creating a single, unified view of customer sentiment.

Cross-Platform Data Aggregation

The agent connects to all your feedback sources: App Store reviews, support tickets (Zendesk, Intercom), surveys (SurveyMonkey, Typeform), and NPS comments, creating a single, unified view of customer sentiment.

Feature Request Prioritization

Automatically extract and group all feature requests from your feedback. The agent can help you quantify which requests are most common, helping your product team prioritize the roadmap based on direct customer input.

Feature Request Prioritization

Automatically extract and group all feature requests from your feedback. The agent can help you quantify which requests are most common, helping your product team prioritize the roadmap based on direct customer input.

Feature Request Prioritization

Automatically extract and group all feature requests from your feedback. The agent can help you quantify which requests are most common, helping your product team prioritize the roadmap based on direct customer input.

Feature Request Prioritization

Automatically extract and group all feature requests from your feedback. The agent can help you quantify which requests are most common, helping your product team prioritize the roadmap based on direct customer input.

Verifiable Source Links

Every insight or theme is linked back to the original pieces of feedback that support it. Click on the 'login issues' theme to instantly see all the support tickets and app reviews where customers mentioned that problem.

Verifiable Source Links

Every insight or theme is linked back to the original pieces of feedback that support it. Click on the 'login issues' theme to instantly see all the support tickets and app reviews where customers mentioned that problem.

Verifiable Source Links

Every insight or theme is linked back to the original pieces of feedback that support it. Click on the 'login issues' theme to instantly see all the support tickets and app reviews where customers mentioned that problem.

Verifiable Source Links

Every insight or theme is linked back to the original pieces of feedback that support it. Click on the 'login issues' theme to instantly see all the support tickets and app reviews where customers mentioned that problem.

Process surveys, app reviews, and support ticket logs.

Identify customer pain points, feature requests, and sentiment trends.

Get started

Get started

Import your files

Zendesk

,

SurveyMonkey

,

App Store Connect

Import your files from whereever they are currently stored

Customer Surveys (NPS, CSAT)

Customer Surveys (NPS, CSAT)

Social Media Mentions

Social Media Mentions

App Store & G2/Capterra Reviews

App Store & G2/Capterra Reviews

Sales & Customer Success Call Notes

Sales & Customer Success Call Notes

Support Tickets & Chat Logs

Support Tickets & Chat Logs

In-app Feedback Forms

In-app Feedback Forms

All types of Business documents supported

Top Customer Pain Points

Top Customer Pain Points

Most Requested New Features

Most Requested New Features

Sentiment Trend Analysis (by theme)

Sentiment Trend Analysis (by theme)

Emerging Bugs or Usability Issues

Emerging Bugs or Usability Issues

Competitive Mentions & Comparisons

Competitive Mentions & Comparisons

Positive & Negative Product Attributes

Positive & Negative Product Attributes

Root Cause of Customer Churn

Root Cause of Customer Churn

Key Drivers of Customer Loyalty

Key Drivers of Customer Loyalty

User Persona-Specific Feedback

User Persona-Specific Feedback

Onboarding Experience Issues

Onboarding Experience Issues

Item 01

Item 01

Once imported our system extracts and organises the essentials

Customer Voices

Customer Voices

Building trustworthy AI, trained on your data.
Join the world's best teams and Fortune 500s.

Building trustworthy AI. Join the world's best teams and Fortune 500s.

Healthcare

Finance

Legal

Insurance

Logistics

Biotechnology

Manufacturing

Real Estate

Healthcare

Finance

Legal

Insurance

Logistics

Biotechnology

Manufacturing

Real Estate

Healthcare

Finance

Legal

Insurance

Logistics

Biotechnology

Manufacturing

Real Estate

Customer Voices

Finance

Alaris logo

The experience with V7 has been fantastic. Very customized level of support. You feel like they really care about your outcome and objectives.

Read the full story

Finance

Alaris logo

The experience with V7 has been fantastic. Very customized level of support. You feel like they really care about your outcome and objectives.

Read the full story

Healthcare

Franklin AI logo

The configurability and extensive API interface of V7 has enabled us to quickly create, customise, deploy and make changes to our labelling processes all through automated communications with our own backend tooling.

Read the full story

Healthcare

Franklin AI logo

The configurability and extensive API interface of V7 has enabled us to quickly create, customise, deploy and make changes to our labelling processes all through automated communications with our own backend tooling.

Read the full story

Automotive

Miovision Logo

"We chose V7 because we wanted to build new types of workflows. We had our own system, but we wanted it to accomplish additional tasks, like create other annotation types, re-annotations, annotations on videos—activities that would be a lot of effort in development."

Read the full story

Automotive

Miovision Logo

"We chose V7 because we wanted to build new types of workflows. We had our own system, but we wanted it to accomplish additional tasks, like create other annotation types, re-annotations, annotations on videos—activities that would be a lot of effort in development."

Read the full story

Automotive

Digital divide logo

“We tried multiple other annotation providers, but none matched the accuracy and time savings of V7 and DDD working together.”

Read the full story

Automotive

Digital divide logo

“We tried multiple other annotation providers, but none matched the accuracy and time savings of V7 and DDD working together.”

Read the full story

Agriculture

University of Lincoln logo

"We needed a tool that could do annotating and data versioning because we distribute our tools to farms, and we need to make sure that they have the same version of data for the same models."

Read the full story

Agriculture

University of Lincoln logo

"We needed a tool that could do annotating and data versioning because we distribute our tools to farms, and we need to make sure that they have the same version of data for the same models."

Read the full story

Healthcare

Velmeni logo

“I have worked with 600+ vendors in my life. I always look at good technology, stable company, good people, and how much a vendor is invested in your success. I found all of those things with V7.”

Read the full story

Healthcare

Velmeni logo

“I have worked with 600+ vendors in my life. I always look at good technology, stable company, good people, and how much a vendor is invested in your success. I found all of those things with V7.”

Read the full story

Software

Yembo AI logo

“V7 made it possible to build a dataset we couldn't build before—fast. It’s been a real level change.”

Read the full story

Software

Yembo AI logo

“V7 made it possible to build a dataset we couldn't build before—fast. It’s been a real level change.”

Read the full story

Agriculture

Cattle Eye Logo

"V7 is really easy to use and has great customer support—bugs are fixed, email support is very fast, and feature requests are delivered as promised."

Read the full story

Agriculture

Cattle Eye Logo

"V7 is really easy to use and has great customer support—bugs are fixed, email support is very fast, and feature requests are delivered as promised."

Read the full story

Healthcare

Genmab Logo

"We use V7 for digital pathology image annotation - it streamlines the process so that we can get the data in the easy-to-parse format for ML purposes."

Read the full story

Healthcare

Genmab Logo

"We use V7 for digital pathology image annotation - it streamlines the process so that we can get the data in the easy-to-parse format for ML purposes."

Read the full story

Features

Features

Results you can actually trust.
Reliable AI document processing toolkit.

Results you can trust.
Trustworthy AI document processing toolkit.

Supporting complex documents.
Up to 200 pages.

From handwritten notes to complex graphs, V7 Go reads and understands them all—even when layouts shift across documents. Process hundreds of documents and pages, transforming them into structured outputs with task-based workflows you can customize or build from scratch.

Input types

50+ languages

Handwritten

200 pages

Multi-modal

Document types

PDFs

URL

Tables

Graphs

Speadsheets

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.

From handwritten notes to complex graphs, V7 Go reads and understands them all—even when layouts shift across documents. Process hundreds of documents and pages, transforming them into structured outputs with task-based workflows you can customize or build from scratch.

Input types

50+ languages

Handwritten

200 pages

Multi-modal

Document types

PDFs

URL

Tables

Graphs

Speadsheets

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.

From handwritten notes to complex graphs, V7 Go reads and understands them all—even when layouts shift across documents. Process hundreds of documents and pages, transforming them into structured outputs with task-based workflows you can customize or build from scratch.

Input types

50+ languages

Handwritten

200 pages

Multi-modal

Document types

PDFs

URL

Tables

Graphs

Speadsheets

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate through GenAI reasoning.

Break down complex document processing into discrete steps. Choose from top GenAI models, OCR tools, custom Python code, or integrate your own model to achieve fast, accurate, and reliable results with outputs you can trust.

Model providers

Security note

V7 never trains models on your private data. We keep your data encrypted and allow you to deploy your own models.

Answer

Type

Text

Tool

o4 Mini

Reasoning effort

Off

Low

Mid

High

AI Citations

Inputs

Set a prompt (Press @ to mention an input)

Reach 99% accuracy rate through GenAI reasoning.

Break down complex document processing into discrete steps. Choose from top GenAI models, OCR tools, custom Python code, or integrate your own model to achieve fast, accurate, and reliable results with outputs you can trust.

Model providers

Security note

V7 never trains models on your private data. We keep your data encrypted and allow you to deploy your own models.

Answer

Type

Text

Tool

o4 Mini

Reasoning effort

Off

Low

Mid

High

AI Citations

Inputs

Set a prompt (Press @ to mention an input)

Reach 99% accuracy rate through GenAI reasoning.

Break down complex document processing into discrete steps. Choose from top GenAI models, OCR tools, custom Python code, or integrate your own model to achieve fast, accurate, and reliable results with outputs you can trust.

Model providers

Security note

V7 never trains models on your private data. We keep your data encrypted and allow you to deploy your own models.

Answer

Type

Text

Tool

o4 Mini

Reasoning effort

Off

Low

Mid

High

AI Citations

Inputs

Set a prompt (Press @ to mention an input)

Trustworthy results,


grounded in reality.

You can verify if AI-generated responses are true and which excerpts they were based on. AI models in V7 Go automatically highlight source areas in your documents. Human reviewers can focus their time on results with lower confidence scores and make corrections when needed.

Visual grouding in action

00:54

Deliberate Misrepresentation: During the trial, evidence was presented showing that John Doe deliberately misrepresented his income on multiple occasions over several years. This included falsifying documents, underreporting income, and inflating deductions to lower his tax liability. Such deliberate deception demonstrates intent to evade taxes.

Pattern of Behavior: The prosecution demonstrated a consistent pattern of behavior by John Doe, spanning several years, wherein he consistently failed to report substantial portions of his income. This pattern suggested a systematic attempt to evade taxes rather than mere oversight or misunderstanding.

Concealment of Assets: Forensic accounting revealed that John Doe had taken significant steps to conceal his assets offshore, including setting up shell companies and using complex financial structures to hide income from tax authorities. Such elaborate schemes indicate a deliberate effort to evade taxes and avoid detection.

Failure to Cooperate: Throughout the investigation and trial, John Doe displayed a lack of cooperation with tax authorities. He refused to provide requested documentation, obstructed the audit process, and failed to disclose relevant financial information. This obstructionism further supported the prosecution's argument of intentional tax evasion.

Prior Warning and Ignoring Compliance

02

01

01

02

Trustworthy results,


grounded in reality.

You can verify if AI-generated responses are true and which excerpts they were based on. AI models in V7 Go automatically highlight source areas in your documents. Human reviewers can focus their time on results with lower confidence scores and make corrections when needed.

Visual grouding in action

00:54

Deliberate Misrepresentation: During the trial, evidence was presented showing that John Doe deliberately misrepresented his income on multiple occasions over several years. This included falsifying documents, underreporting income, and inflating deductions to lower his tax liability. Such deliberate deception demonstrates intent to evade taxes.

Pattern of Behavior: The prosecution demonstrated a consistent pattern of behavior by John Doe, spanning several years, wherein he consistently failed to report substantial portions of his income. This pattern suggested a systematic attempt to evade taxes rather than mere oversight or misunderstanding.

Concealment of Assets: Forensic accounting revealed that John Doe had taken significant steps to conceal his assets offshore, including setting up shell companies and using complex financial structures to hide income from tax authorities. Such elaborate schemes indicate a deliberate effort to evade taxes and avoid detection.

Failure to Cooperate: Throughout the investigation and trial, John Doe displayed a lack of cooperation with tax authorities. He refused to provide requested documentation, obstructed the audit process, and failed to disclose relevant financial information. This obstructionism further supported the prosecution's argument of intentional tax evasion.

Prior Warning and Ignoring Compliance

02

01

01

02

Trustworthy results,


grounded in reality.

You can verify if AI-generated responses are true and which excerpts they were based on. AI models in V7 Go automatically highlight source areas in your documents. Human reviewers can focus their time on results with lower confidence scores and make corrections when needed.

Visual grouding in action

00:54

Deliberate Misrepresentation: During the trial, evidence was presented showing that John Doe deliberately misrepresented his income on multiple occasions over several years. This included falsifying documents, underreporting income, and inflating deductions to lower his tax liability. Such deliberate deception demonstrates intent to evade taxes.

Pattern of Behavior: The prosecution demonstrated a consistent pattern of behavior by John Doe, spanning several years, wherein he consistently failed to report substantial portions of his income. This pattern suggested a systematic attempt to evade taxes rather than mere oversight or misunderstanding.

Concealment of Assets: Forensic accounting revealed that John Doe had taken significant steps to conceal his assets offshore, including setting up shell companies and using complex financial structures to hide income from tax authorities. Such elaborate schemes indicate a deliberate effort to evade taxes and avoid detection.

Failure to Cooperate: Throughout the investigation and trial, John Doe displayed a lack of cooperation with tax authorities. He refused to provide requested documentation, obstructed the audit process, and failed to disclose relevant financial information. This obstructionism further supported the prosecution's argument of intentional tax evasion.

Prior Warning and Ignoring Compliance

02

01

01

02

Enterprise grade security
for high-stake industries.

Integrate V7 seamlessly with your existing tech stack. Our platform connects to your cloud infrastructure and ML frameworks while ensuring robust data security and compliance with rigorous standards.

Certifications

GPDR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise grade security for high-stake industries.

Integrate V7 seamlessly with your existing tech stack. Our platform connects to your cloud infrastructure and ML frameworks while ensuring robust data security and compliance with rigorous standards.

Certifications

GPDR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise grade security
for high-stake industries.

Integrate V7 seamlessly with your existing tech stack. Our platform connects to your cloud infrastructure and ML frameworks while ensuring robust data security and compliance with rigorous standards.

Certifications

GPDR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Pilot

Pilot

Curious how we can realise 90% ROI increase for you?

Send us a few samples, and we’ll deliver a custom demo with results—within 48 hours.

Send us a few samples, and we’ll deliver a custom demo with results—within 48 hours.

Send us a few samples, and we’ll deliver a custom demo with results—within 48 hours.

You’ll hear back in less than 24 hours

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

V7 Go

V7 Go

AI-powered customer insight

for product and CX teams

Companies are sitting on a goldmine of customer feedback they can't use. Reviews, survey responses, support tickets, and NPS comments are spread across a dozen systems, and no one has time to manually read thousands of pieces of qualitative feedback. As a result, critical product issues are missed, customer frustrations go unaddressed, and the 'voice of the customer' is lost. V7 Go's Customer Feedback Analysis Agent automates this process, turning a sea of unstructured text into a clear, actionable signal.

An illustration of a product team reviewing customer feedback insights on a dashboard.
An illustration of a product team reviewing customer feedback insights on a dashboard.
An illustration of a product team reviewing customer feedback insights on a dashboard.

Product Managers

Make data-driven roadmap decisions based on quantified customer needs. Stop guessing what to build next and start responding to your most common feature requests.

Product Managers

Make data-driven roadmap decisions based on quantified customer needs. Stop guessing what to build next and start responding to your most common feature requests.

Product Managers

Make data-driven roadmap decisions based on quantified customer needs. Stop guessing what to build next and start responding to your most common feature requests.

Customer Experience (CX) Teams

Identify the root causes of customer dissatisfaction and the biggest drivers of customer delight. Get early warnings of widespread issues before they impact churn.

Customer Experience (CX) Teams

Identify the root causes of customer dissatisfaction and the biggest drivers of customer delight. Get early warnings of widespread issues before they impact churn.

Customer Experience (CX) Teams

Identify the root causes of customer dissatisfaction and the biggest drivers of customer delight. Get early warnings of widespread issues before they impact churn.

Testimonials

Testimonials

Secure and trustworthy AI.
Hear what customers say.

Secure and trustworthy AI.
Hear what customers say.

Increase in Processing Speed

21x

Processing financial statements 21x faster while also increasing accuracy by 54% and significantly reducing labor costs.

Specialized Asset Management Firm

SMC logo

Document Type

20+ Page Reports

We use Collections on V7 Go to automate completion of our 20-page safety inspection reports. The system analyzes photos and supporting documentation and returns structured data for each question. It saves us hours on each report.

Ryan Ziegler

CEO of Certainty Software

Certainty Software logo

Deploying complex AI workflows across large volumes of documents with V7 Go to increase accuracy, scale, and quality of legal services.

International Law Firm

Increase in Processing Speed

21x

Processing financial statements 21x faster while also increasing accuracy by 54% and significantly reducing labor costs.

Specialized Asset Management Firm

SMC logo

Document Type

20+ Page Reports

We use Collections on V7 Go to automate completion of our 20-page safety inspection reports. The system analyzes photos and supporting documentation and returns structured data for each question. It saves us hours on each report.

Ryan Ziegler

CEO of Certainty Software

Certainty Software logo

Deploying complex AI workflows across large volumes of documents with V7 Go to increase accuracy, scale, and quality of legal services.

International Law Firm

Increase in Processing Speed

21x

Processing financial statements 21x faster while also increasing accuracy by 54% and significantly reducing labor costs.

Specialized Asset Management Firm

SMC logo

Document Type

20+ Page Reports

We use Collections on V7 Go to automate completion of our 20-page safety inspection reports. The system analyzes photos and supporting documentation and returns structured data for each question. It saves us hours on each report.

Ryan Ziegler

CEO of Certainty Software

Certainty Software logo

Deploying complex AI workflows across large volumes of documents with V7 Go to increase accuracy, scale, and quality of legal services.

International Law Firm

Answers

Answers

What you need to know about our

AI Customer Feedback Analysis Agent

How is this different from a standard business analytics agent?

A standard analytics agent focuses on quantitative data—KPIs, financial metrics, and numbers. This agent is different; it specializes in analyzing qualitative, unstructured text. It finds the 'why' behind the numbers by interpreting the nuances of customer language.

+

How is this different from a standard business analytics agent?

A standard analytics agent focuses on quantitative data—KPIs, financial metrics, and numbers. This agent is different; it specializes in analyzing qualitative, unstructured text. It finds the 'why' behind the numbers by interpreting the nuances of customer language.

+

How is this different from a standard business analytics agent?

A standard analytics agent focuses on quantitative data—KPIs, financial metrics, and numbers. This agent is different; it specializes in analyzing qualitative, unstructured text. It finds the 'why' behind the numbers by interpreting the nuances of customer language.

+

What sources of feedback can the agent analyze?

The agent can ingest data from a wide variety of sources, including CSV exports from survey tools, direct API connections to platforms like Zendesk, Intercom, and Delighted, and it can even process public reviews from sites like G2, Capterra, or the Apple App Store.

+

What sources of feedback can the agent analyze?

The agent can ingest data from a wide variety of sources, including CSV exports from survey tools, direct API connections to platforms like Zendesk, Intercom, and Delighted, and it can even process public reviews from sites like G2, Capterra, or the Apple App Store.

+

What sources of feedback can the agent analyze?

The agent can ingest data from a wide variety of sources, including CSV exports from survey tools, direct API connections to platforms like Zendesk, Intercom, and Delighted, and it can even process public reviews from sites like G2, Capterra, or the Apple App Store.

+

How does the agent handle vague or sarcastic feedback?

The underlying LLMs have a sophisticated understanding of natural language, including sarcasm and indirect phrasing. The agent's workflow is also guided by rules that help it categorize ambiguous feedback. While no system is perfect, it can often distinguish genuine complaints from sarcastic praise far better than simple keyword-based systems.

+

How does the agent handle vague or sarcastic feedback?

The underlying LLMs have a sophisticated understanding of natural language, including sarcasm and indirect phrasing. The agent's workflow is also guided by rules that help it categorize ambiguous feedback. While no system is perfect, it can often distinguish genuine complaints from sarcastic praise far better than simple keyword-based systems.

+

How does the agent handle vague or sarcastic feedback?

The underlying LLMs have a sophisticated understanding of natural language, including sarcasm and indirect phrasing. The agent's workflow is also guided by rules that help it categorize ambiguous feedback. While no system is perfect, it can often distinguish genuine complaints from sarcastic praise far better than simple keyword-based systems.

+

Can we customize the themes the agent looks for?

Yes. While the agent can automatically discover themes on its own, you can also provide it with a list of key topics you are particularly interested in tracking, such as 'competitors,' 'onboarding experience,' or specific product features. The agent will then specifically categorize feedback related to those topics.

+

Can we customize the themes the agent looks for?

Yes. While the agent can automatically discover themes on its own, you can also provide it with a list of key topics you are particularly interested in tracking, such as 'competitors,' 'onboarding experience,' or specific product features. The agent will then specifically categorize feedback related to those topics.

+

Can we customize the themes the agent looks for?

Yes. While the agent can automatically discover themes on its own, you can also provide it with a list of key topics you are particularly interested in tracking, such as 'competitors,' 'onboarding experience,' or specific product features. The agent will then specifically categorize feedback related to those topics.

+

How are the results presented?

The results are delivered in a structured report or an interactive dashboard. This typically includes a list of the top positive and negative themes, a trendline showing the volume and sentiment of each theme over time, and a 'voice of the customer' section with representative quotes for each key issue.

+

How are the results presented?

The results are delivered in a structured report or an interactive dashboard. This typically includes a list of the top positive and negative themes, a trendline showing the volume and sentiment of each theme over time, and a 'voice of the customer' section with representative quotes for each key issue.

+

How are the results presented?

The results are delivered in a structured report or an interactive dashboard. This typically includes a list of the top positive and negative themes, a trendline showing the volume and sentiment of each theme over time, and a 'voice of the customer' section with representative quotes for each key issue.

+

What is the main business outcome of this analysis?

The main outcome is a more customer-centric product and business strategy. Product teams can build roadmaps based on what users are actually asking for. Support teams can identify the root cause of recurring tickets. Marketing teams can understand the core value propositions that resonate most with customers.

+

What is the main business outcome of this analysis?

The main outcome is a more customer-centric product and business strategy. Product teams can build roadmaps based on what users are actually asking for. Support teams can identify the root cause of recurring tickets. Marketing teams can understand the core value propositions that resonate most with customers.

+

What is the main business outcome of this analysis?

The main outcome is a more customer-centric product and business strategy. Product teams can build roadmaps based on what users are actually asking for. Support teams can identify the root cause of recurring tickets. Marketing teams can understand the core value propositions that resonate most with customers.

+

More Agents

More Agents

Explore more agents to help you

boost productivity of your Business work

More agents

Vibrant blue and purple gradient, representing global data and intelligence.

Business

AI Market Intelligence & Research Agent

Delegate online research to a specialized AI agent. It uses AI web search to monitor markets, track competitors, and synthesize findings into structured reports.

Automated Web Research

Multi-Source Synthesis

Structured Report Generation

Vibrant blue and purple gradient, representing global data and intelligence.

Business

AI Market Intelligence & Research Agent

Delegate online research to a specialized AI agent. It uses AI web search to monitor markets, track competitors, and synthesize findings into structured reports.

Automated Web Research

Multi-Source Synthesis

Structured Report Generation

Vibrant blue and purple gradient, representing global data and intelligence.

Business

AI Market Intelligence & Research Agent

Delegate online research to a specialized AI agent. It uses AI web search to monitor markets, track competitors, and synthesize findings into structured reports.

Automated Web Research

Multi-Source Synthesis

Structured Report Generation

A gradient of green and blue, representing growth and intelligence.

Business

AI RFP Response Generation Agent

Delegate RFP responses to an AI agent. It analyzes the RFP, finds answers in your internal knowledge, and drafts a high-quality, consistent first draft.

RFP Requirement Parsing

Knowledge Hub Retrieval (RAG)

Automated Response Drafting

A gradient of green and blue, representing growth and intelligence.

Business

AI RFP Response Generation Agent

Delegate RFP responses to an AI agent. It analyzes the RFP, finds answers in your internal knowledge, and drafts a high-quality, consistent first draft.

RFP Requirement Parsing

Knowledge Hub Retrieval (RAG)

Automated Response Drafting

A gradient of green and blue, representing growth and intelligence.

Business

AI RFP Response Generation Agent

Delegate RFP responses to an AI agent. It analyzes the RFP, finds answers in your internal knowledge, and drafts a high-quality, consistent first draft.

RFP Requirement Parsing

Knowledge Hub Retrieval (RAG)

Automated Response Drafting

A split gradient of red and blue, symbolizing comparison and differences.

Business

AI Document Comparison & Redlining Agent

Delegate document comparison to a specialized AI agent. Intelligently compare any two document versions to create an accurate redline and summary of changes.

Semantic Redlining

Cross-Format Comparison

Change Summarization

A split gradient of red and blue, symbolizing comparison and differences.

Business

AI Document Comparison & Redlining Agent

Delegate document comparison to a specialized AI agent. Intelligently compare any two document versions to create an accurate redline and summary of changes.

Semantic Redlining

Cross-Format Comparison

Change Summarization

A split gradient of red and blue, symbolizing comparison and differences.

Business

AI Document Comparison & Redlining Agent

Delegate document comparison to a specialized AI agent. Intelligently compare any two document versions to create an accurate redline and summary of changes.

Semantic Redlining

Cross-Format Comparison

Change Summarization

Business

Business Meeting Analysis Agent

Extract key topics, decisions, and follow-up items from meeting notes and transcripts with our AI meeting intelligence agent.

Topic Extraction

Decision Logging

Action Item Capture

Business

Business Meeting Analysis Agent

Extract key topics, decisions, and follow-up items from meeting notes and transcripts with our AI meeting intelligence agent.

Topic Extraction

Decision Logging

Action Item Capture

Business

Business Meeting Analysis Agent

Extract key topics, decisions, and follow-up items from meeting notes and transcripts with our AI meeting intelligence agent.

Topic Extraction

Decision Logging

Action Item Capture

Business

Business Performance Analysis Agent

Extract business metrics from reports and presentations. Track KPIs, analyze trends, and monitor performance with consistent measurement.

KPI Tracking

Performance Trend ID

Measurement Standardization

Business

Business Performance Analysis Agent

Extract business metrics from reports and presentations. Track KPIs, analyze trends, and monitor performance with consistent measurement.

KPI Tracking

Performance Trend ID

Measurement Standardization

Business

Business Performance Analysis Agent

Extract business metrics from reports and presentations. Track KPIs, analyze trends, and monitor performance with consistent measurement.

KPI Tracking

Performance Trend ID

Measurement Standardization

Business

AI Business Intelligence & Analytics

Connect to CRMs, ERPs, databases, and documents with our AI analytics agent. Track KPIs, analyze trends, and monitor performance consistently.

Cross-Platform Metrics

Trend Discovery

Performance Benchmarking

Business

AI Business Intelligence & Analytics

Connect to CRMs, ERPs, databases, and documents with our AI analytics agent. Track KPIs, analyze trends, and monitor performance consistently.

Cross-Platform Metrics

Trend Discovery

Performance Benchmarking

Business

AI Business Intelligence & Analytics

Connect to CRMs, ERPs, databases, and documents with our AI analytics agent. Track KPIs, analyze trends, and monitor performance consistently.

Cross-Platform Metrics

Trend Discovery

Performance Benchmarking

Next Step

Next Step

Stop letting customer feedback sit in silos.

Stop letting customer feedback sit in silos.

Stop letting customer feedback sit in silos.

Delegate the analysis to an AI agent and build a better product.

Delegate the analysis to an AI agent and build a better product.

Delegate the analysis to an AI agent and build a better product.

You’ll hear back in less than 24 hours

Uncover hidden liabilities

in

supplier contracts.

V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:

  • Mercedes-Benz logo
    SMC  logo
    Philips logo
    Bayer Logo
    Mars Logo
    Roche logo
    Sony logo
    Alaris logo

Uncover hidden liabilities

in

supplier contracts.

V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:

  • Mercedes-Benz logo
    SMC  logo
    Philips logo
    Bayer Logo
    Mars Logo
    Roche logo
    Sony logo
    Alaris logo