90% faster ODD review

AI Operational Due Diligence Agent

From document chaos to operational clarity

Delegate operational due diligence to a specialized AI agent. It analyzes HR policies, IT infrastructure documentation, vendor agreements, compliance certifications, and process maps to extract key data, identify operational risks, and validate business readiness—delivering a comprehensive assessment in hours instead of weeks.

Ideal for

Private Equity

Corporate Development

Investment Banking

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    ABL logo
    Mercedes-Benz logo
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    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Mercedes-Benz logo
    Sony logo
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See AI Operational Due Diligence Agent in action

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  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Mercedes-Benz logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Operational Due Diligence Agent in action

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Operational Diligence - TechVenture Acquisition

  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Mercedes-Benz logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Operational Due Diligence Agent in action

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Time comparison

Traditional way

3-4 weeks

With V7 Go agents

4-6 hours

Average time saved

90%

Why V7 Go

Comprehensive Document Analysis

Processes hundreds of operational documents simultaneously—HR policies, IT audits, vendor contracts, compliance certifications, SOPs—extracting key data points and identifying inconsistencies across the entire operational infrastructure.

Comprehensive Document Analysis

Processes hundreds of operational documents simultaneously—HR policies, IT audits, vendor contracts, compliance certifications, SOPs—extracting key data points and identifying inconsistencies across the entire operational infrastructure.

IT Infrastructure Assessment

Analyzes IT documentation, security audits, disaster recovery plans, and system architecture diagrams to identify technology risks, cybersecurity gaps, and infrastructure dependencies that could impact business continuity.

IT Infrastructure Assessment

Analyzes IT documentation, security audits, disaster recovery plans, and system architecture diagrams to identify technology risks, cybersecurity gaps, and infrastructure dependencies that could impact business continuity.

HR & Organizational Analysis

Reviews employee handbooks, organizational charts, compensation structures, and retention data to assess talent risks, identify key person dependencies, and validate cultural alignment with acquisition strategy.

HR & Organizational Analysis

Reviews employee handbooks, organizational charts, compensation structures, and retention data to assess talent risks, identify key person dependencies, and validate cultural alignment with acquisition strategy.

Vendor & Supply Chain Review

Examines vendor agreements, supplier contracts, and procurement policies to identify concentration risks, unfavorable terms, and potential supply chain vulnerabilities that could affect post-acquisition operations.

Vendor & Supply Chain Review

Examines vendor agreements, supplier contracts, and procurement policies to identify concentration risks, unfavorable terms, and potential supply chain vulnerabilities that could affect post-acquisition operations.

Compliance & Certification Validation

Verifies regulatory compliance status by analyzing certifications, audit reports, and policy documentation against industry standards like ISO, SOC 2, GDPR, and HIPAA to identify compliance gaps and remediation costs.

Compliance & Certification Validation

Verifies regulatory compliance status by analyzing certifications, audit reports, and policy documentation against industry standards like ISO, SOC 2, GDPR, and HIPAA to identify compliance gaps and remediation costs.

Cited and Auditable Results

Every operational finding is visually linked to its source document with AI Citations, providing a complete audit trail that allows your team to verify any data point and build confidence in the assessment.

Cited and Auditable Results

Every operational finding is visually linked to its source document with AI Citations, providing a complete audit trail that allows your team to verify any data point and build confidence in the assessment.

Analyzes every operational document

To deliver a complete operational risk assessment.

Customer voices

Customer voices

Connect AI to your diligence framework.

Get from data room access to operational clarity in hours.

Get from data room access to operational clarity in hours.

Finance

Legal

Insurance

Tax

Real Estate

Customer Voices

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.

Operational data rooms contain every format imaginable. This agent handles scanned employee handbooks, complex IT architecture diagrams, multi-tab vendor spreadsheets, and compliance certifications with embedded tables—extracting insights regardless of document structure.

Input types

50+ languages

Scanned Documents

200 pages

Multi-modal

Document types

PDFs

Diagrams

Complex Tables

Org Charts

Spreadsheets

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.

Up to 200 pages.

Operational data rooms contain every format imaginable. This agent handles scanned employee handbooks, complex IT architecture diagrams, multi-tab vendor spreadsheets, and compliance certifications with embedded tables—extracting insights regardless of document structure.

Input types

50+ languages

Scanned Documents

200 pages

Multi-modal

Document types

PDFs

Diagrams

Complex Tables

Org Charts

Spreadsheets

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate

through GenAI reasoning.

Operational diligence requires precision. The agent uses multi-step workflows to ensure employee counts, vendor terms, compliance dates, and system specifications are extracted with high accuracy, ready for your investment committee presentation.

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.

Operational diligence requires precision. The agent uses multi-step workflows to ensure employee counts, vendor terms, compliance dates, and system specifications are extracted with high accuracy, ready for your investment committee presentation.

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.

Verify every operational finding instantly. Each extracted data point—from headcount figures to vendor payment terms—is visually linked to its exact location in the source document, providing a complete audit trail for your diligence file.

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.

Verify every operational finding instantly. Each extracted data point—from headcount figures to vendor payment terms—is visually linked to its exact location in the source document, providing a complete audit trail for your diligence file.

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.

Operational documents contain highly sensitive employee, vendor, and system information. V7 Go processes all data within your secure environment, ensuring confidentiality and compliance with privacy regulations. Your operational data is never exposed externally.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise grade security

for high-stake industries.

Operational documents contain highly sensitive employee, vendor, and system information. V7 Go processes all data within your secure environment, ensuring confidentiality and compliance with privacy regulations. Your operational data is never exposed externally.

Certifications

GPDR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

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Answers

What you need to know about our

AI Operational Due Diligence Agent

How does the agent handle different document formats?

The agent is built to process real-world operational documents in any format—scanned PDFs, Excel spreadsheets, PowerPoint presentations, Word documents, and even handwritten notes. It extracts structured data regardless of layout or quality.

+

Can it identify operational risks specific to our industry?

Yes. You can configure the agent with your firm's operational diligence playbook and industry-specific risk frameworks. It will flag issues based on your custom criteria, whether you're evaluating SaaS companies, manufacturing operations, or healthcare providers.

+

What types of operational red flags can it detect?

The agent identifies a wide range of operational risks including key person dependencies, vendor concentration, IT security gaps, compliance violations, process inefficiencies, organizational structure issues, and contract terms that could impact business continuity or integration.

+

How does it handle confidential operational data?

V7 Go processes all operational documents within your secure environment. The platform is built with enterprise-grade security for sensitive business information and complies with data privacy standards. Your operational data is never used for external purposes.

+

Can it compare operations against industry benchmarks?

Yes. The agent can reference your Knowledge Hub containing industry benchmarks, best practices, and comparable company data to assess whether operational metrics like employee turnover, IT spend, or vendor terms are within normal ranges for the sector.

+

What is the final deliverable?

The agent delivers a structured operational assessment with extracted data, identified risks, compliance gaps, and recommendations—all fully cited back to source documents. This output can be customized to populate your investment committee memos or integration planning templates.

+

Next steps

Still manually reviewing operational documents before close?

Send us a recent operational data room. We'll show you how our agent delivers a comprehensive assessment in hours, not weeks.

Uncover hidden liabilities

in

supplier contracts.

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

Uncover hidden liabilities

in

supplier contracts.

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