90% faster entity extraction
Named Entity Recognition Agent
Named Entity Recognition Agent
Named Entity Recognition Agent
Extract entities in seconds, not hours
Extract entities in seconds, not hours
Extract entities in seconds, not hours
Delegate entity extraction to a specialized AI agent. It reads through documents, identifies and categorizes named entities—people, organizations, locations, dates, and more—and delivers a clean, structured dataset ready for analysis or integration.

Ideal for
Data Scientists
Research Teams
Compliance Analysts

See Named Entity Recognition Agent in action
Play video

See Named Entity Recognition Agent in action
Play video

Entity Extraction from Research
See Named Entity Recognition Agent in action
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Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Time comparison
Traditional way
8-12 hours per dataset
With V7 Go agents
15-30 minutes
Average time saved
90%
Why V7 Go
Multi-Category Entity Recognition
Identifies and categorizes entities across multiple types: people, organizations, locations, dates, monetary values, products, and custom entity classes tailored to your domain.
Multi-Category Entity Recognition
Identifies and categorizes entities across multiple types: people, organizations, locations, dates, monetary values, products, and custom entity classes tailored to your domain.
Contextual Understanding
Goes beyond simple pattern matching. The agent understands context and disambiguates entities, correctly identifying when the same name refers to different entities or when variations refer to the same entity.
Contextual Understanding
Goes beyond simple pattern matching. The agent understands context and disambiguates entities, correctly identifying when the same name refers to different entities or when variations refer to the same entity.
Relationship Mapping
Extracts not just entities but also the relationships between them, creating a knowledge graph that reveals connections and dependencies within your documents.
Relationship Mapping
Extracts not just entities but also the relationships between them, creating a knowledge graph that reveals connections and dependencies within your documents.
Bulk Processing Capability
Processes hundreds of documents simultaneously, extracting entities from entire datasets in minutes rather than weeks of manual effort.
Bulk Processing Capability
Processes hundreds of documents simultaneously, extracting entities from entire datasets in minutes rather than weeks of manual effort.
Structured Output Format
Delivers results in clean, structured formats (JSON, CSV, Excel) that integrate seamlessly with your data pipelines, analytics tools, and knowledge management systems.
Structured Output Format
Delivers results in clean, structured formats (JSON, CSV, Excel) that integrate seamlessly with your data pipelines, analytics tools, and knowledge management systems.
Confidence Scoring
Each extracted entity includes a confidence score, allowing you to prioritize high-confidence extractions and flag uncertain results for human review.
Confidence Scoring
Each extracted entity includes a confidence score, allowing you to prioritize high-confidence extractions and flag uncertain results for human review.
Extracts entities from any text source
To build structured knowledge from unstructured data.
Get started


Import your files
Google Sheets
,
MongoDB
,
Salesforce
Import your files from whereever they are currently stored
All types of Business documents supported
Once imported our system extracts and organises the essentials
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.
Documents come in all formats and conditions. This agent handles PDFs, scanned images, handwritten notes, web content, and mixed-format documents. It extracts entities regardless of layout, quality, or language.
Input types
50+ languages
Handwritten text
200 pages
Multi-modal
Document types
PDFs
Web content
Scanned images
Transcripts
Email text
Vendor_US.xlsx

12
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
Documents come in all formats and conditions. This agent handles PDFs, scanned images, handwritten notes, web content, and mixed-format documents. It extracts entities regardless of layout, quality, or language.
Input types
50+ languages
Handwritten text
200 pages
Multi-modal
Document types
PDFs
Web content
Scanned images
Transcripts
Email text
Vendor_US.xlsx

12
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate
through GenAI reasoning.
Entity extraction requires precision. This agent uses multi-step validation and contextual reasoning to ensure high accuracy, with confidence scores for every extracted entity so you know what to 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
Min
Low
Mid
High
AI Citations
Inputs
Set a prompt (Press @ to mention an input)
Reach 99% accuracy rate
through GenAI reasoning.
Entity extraction requires precision. This agent uses multi-step validation and contextual reasoning to ensure high accuracy, with confidence scores for every extracted entity so you know what to 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
Min
Low
Mid
High
AI Citations
Inputs
Set a prompt (Press @ to mention an input)
Trustworthy results,
grounded in reality.
Every extracted entity is linked back to its precise location in the source document. This complete audit trail makes results verifiable and allows you to quickly validate or correct extractions.

Visual grounding 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.
Every extracted entity is linked back to its precise location in the source document. This complete audit trail makes results verifiable and allows you to quickly validate or correct extractions.

Visual grounding 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.
Your documents contain sensitive information. V7 Go processes all data within your secure environment, ensuring confidentiality and compliance with data protection standards. Your documents are never used for external model training.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Your documents contain sensitive information. V7 Go processes all data within your secure environment, ensuring confidentiality and compliance with data protection standards. Your documents are never used for external model training.
Certifications
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
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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
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow
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
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow
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
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow


