Resilient, adaptable automation

AI Semi-Structured Document Agent

AI Semi-Structured Document Agent

AI Semi-Structured Document Agent

The end of template-based automation

The end of template-based automation

The end of template-based automation

Delegate the processing of your most inconsistent documents to a specialized AI agent. It uses contextual understanding to read and extract data from semi-structured documents like invoices, statements, and reports, adapting to layout changes without needing to be retrained.

Ideal for

Finance Teams

Operations

Data Teams

  • Mercedes-Benz logo
    SMC  logo
    Gradient rectangle
    Centerline logo
    Abstract graphic with black and white elements
    Abstract pattern with overlapping shapes.
    Alaris logo
    Progress bar with text at bottom percentage
    SITO logo
    Diagonal stripes on a rectangular background
    SVG logo for Reddit
    Grey and black abstract symbol
    Foobar logo
    ABL logo
    SVG logo for Google
    Bar chart with two bars of different heights
    Brotherhood Mutual logo
    Black and white abstract graphic.
    Paige logo
    Roche logo
    Logo with abstract shapes and text.
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Light gray waveform pattern on white background
    SVG logo with black letters
    Abstract pattern with blue and green colors

See AI Semi-Structured Document Agent in action

Play video

  • Mercedes-Benz logo
    SMC  logo
    Gradient rectangle
    Centerline logo
    Abstract graphic with black and white elements
    Abstract pattern with overlapping shapes.
    Alaris logo
    Progress bar with text at bottom percentage
    SITO logo
    Diagonal stripes on a rectangular background
    SVG logo for Reddit
    Grey and black abstract symbol
    Foobar logo
    ABL logo
    SVG logo for Google
    Bar chart with two bars of different heights
    Brotherhood Mutual logo
    Black and white abstract graphic.
    Paige logo
    Roche logo
    Logo with abstract shapes and text.
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Light gray waveform pattern on white background
    SVG logo with black letters
    Abstract pattern with blue and green colors

See AI Semi-Structured Document Agent in action

Play video

Invoice Processing

  • Mercedes-Benz logo
    SMC  logo
    Gradient rectangle
    Centerline logo
    Abstract graphic with black and white elements
    Abstract pattern with overlapping shapes.
    Alaris logo
    Progress bar with text at bottom percentage
    SITO logo
    Diagonal stripes on a rectangular background
    SVG logo for Reddit
    Grey and black abstract symbol
    Foobar logo
    ABL logo
    SVG logo for Google
    Bar chart with two bars of different heights
    Brotherhood Mutual logo
    Black and white abstract graphic.
    Paige logo
    Roche logo
    Logo with abstract shapes and text.
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Light gray waveform pattern on white background
    SVG logo with black letters
    Abstract pattern with blue and green colors

See AI Semi-Structured Document Agent in action

Play video

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

Constant manual work

With V7 Go agents

Fully automated

Average time saved

95%

Why V7 Go

No Templates Required

Uses AI to understand documents based on context, not fixed coordinates or templates. It finds data like 'Invoice Number' no matter where it appears on the page.

No Templates Required

Uses AI to understand documents based on context, not fixed coordinates or templates. It finds data like 'Invoice Number' no matter where it appears on the page.

Handles High Variability

Perfect for processing documents from thousands of different sources—like invoices from every vendor in your supply chain—with a single, intelligent workflow.

Handles High Variability

Perfect for processing documents from thousands of different sources—like invoices from every vendor in your supply chain—with a single, intelligent workflow.

Adapts to Changing Formats

Build resilient automation. When a vendor changes their invoice layout or a bank alters its statement format, the agent can adapt without needing to be manually retrained or reconfigured.

Adapts to Changing Formats

Build resilient automation. When a vendor changes their invoice layout or a bank alters its statement format, the agent can adapt without needing to be manually retrained or reconfigured.

Data Normalization & Standardization

Takes the chaotic, inconsistent data extracted from your varied documents and transforms it into a single, clean, and standardized format for your downstream systems.

Data Normalization & Standardization

Takes the chaotic, inconsistent data extracted from your varied documents and transforms it into a single, clean, and standardized format for your downstream systems.

Human-in-the-Loop for Exceptions

For any documents where the agent has low confidence, it automatically flags them for a quick human review, ensuring you get the benefits of automation with the backstop of expert oversight.

Human-in-the-Loop for Exceptions

For any documents where the agent has low confidence, it automatically flags them for a quick human review, ensuring you get the benefits of automation with the backstop of expert oversight.

Cited for 100% Accuracy

You can trust the data. Every extracted field is supported by a visual citation that highlights the exact source on the original document, making quality control fast and effortless.

Cited for 100% Accuracy

You can trust the data. Every extracted field is supported by a visual citation that highlights the exact source on the original document, making quality control fast and effortless.

Reads and understands any document layout

To extract the data you need, consistently and accurately.

Features

Features

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

Results you can trust.
Trustworthy AI document processing toolkit.

Reads any document layout.

No brittle templates.

This agent is designed from the ground up for variability. It can process invoices, statements, and reports from thousands of different senders, each with a unique format, using a single, intelligent workflow.

Input types

Inconsistent Formats

Complex Tables

Low-Quality Scans

Multi-modal

Document types

PDFs

Emails

Scans

Word Docs

Handwritten Forms

Vendor_US.xlsx

12

Supply_2023.pptx

Review_Legal.pdf

Reads any document layout.

No brittle templates.

This agent is designed from the ground up for variability. It can process invoices, statements, and reports from thousands of different senders, each with a unique format, using a single, intelligent workflow.

Input types

Inconsistent Formats

Complex Tables

Low-Quality Scans

Multi-modal

Document types

PDFs

Emails

Scans

Word Docs

Handwritten Forms

Vendor_US.xlsx

12

Supply_2023.pptx

Review_Legal.pdf

Achieve near-perfect accuracy

with AI reasoning.

Your downstream systems require clean data. The agent uses AI reasoning to correctly interpret and extract data from varied formats with high precision, ensuring the information you rely on is accurate.

Model providers

OpenAI, Anthropic, Gemini logos

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)

Achieve near-perfect accuracy

with AI reasoning.

Your downstream systems require clean data. The agent uses AI reasoning to correctly interpret and extract data from varied formats with high precision, ensuring the information you rely on is accurate.

Model providers

OpenAI, Anthropic, Gemini logos

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 your documents.

Create a fully auditable data extraction process. Every single data point extracted by the agent is supported by a visual citation that links directly back to the source document, making quality control effortless.

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 your documents.

Create a fully auditable data extraction process. Every single data point extracted by the agent is supported by a visual citation that links directly back to the source document, making quality control effortless.

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 sensitive financial data.

Your business documents contain sensitive commercial and financial data. V7 Go is architected to protect this information, processing all documents within your secure, private environment.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise-grade security

for sensitive financial data.

Your business documents contain sensitive commercial and financial data. V7 Go is architected to protect this information, processing all documents within your secure, private environment.

Certifications

GPDR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

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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

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

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

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Build once.

Deploy across the team.

Improve over time.

Precision AI for Institutional Workflows

Build once.

Deploy across the team.

Improve over time.

Precision AI for Institutional Workflows

Build once.

Deploy across the team.

Improve over time.