AI Document Citation Agent

For AI results you can actually trust

For AI results you can actually trust

This is a foundational V7 Go agent that works behind the scenes. It provides the core technology for Visual Grounding, ensuring that every piece of data any other agent extracts or generates is accompanied by a precise, verifiable citation back to the original source document.

Why V7 Go

Why V7 Go

Visual Grounding

Moves beyond simple text citations. It provides a visual snippet of the source document with the relevant text highlighted, offering immediate context and proof.

Visual Grounding

Moves beyond simple text citations. It provides a visual snippet of the source document with the relevant text highlighted, offering immediate context and proof.

Visual Grounding

Moves beyond simple text citations. It provides a visual snippet of the source document with the relevant text highlighted, offering immediate context and proof.

Precise Location Pinpointing

Doesn't just cite the document; it cites the exact page, paragraph, sentence, or even the specific cell in a table where the information was found.

Precise Location Pinpointing

Doesn't just cite the document; it cites the exact page, paragraph, sentence, or even the specific cell in a table where the information was found.

Precise Location Pinpointing

Doesn't just cite the document; it cites the exact page, paragraph, sentence, or even the specific cell in a table where the information was found.

Eliminates Hallucinations

By forcing every output to be tied to a specific piece of source material, this agent ensures that all V7 Go workflows are grounded in fact, preventing AI models from inventing information.

Eliminates Hallucinations

By forcing every output to be tied to a specific piece of source material, this agent ensures that all V7 Go workflows are grounded in fact, preventing AI models from inventing information.

Eliminates Hallucinations

By forcing every output to be tied to a specific piece of source material, this agent ensures that all V7 Go workflows are grounded in fact, preventing AI models from inventing information.

Accelerated Quality Control

Makes the human-in-the-loop review process incredibly efficient. Your team doesn't have to search for the source to verify an answer; they just click the citation.

Accelerated Quality Control

Makes the human-in-the-loop review process incredibly efficient. Your team doesn't have to search for the source to verify an answer; they just click the citation.

Accelerated Quality Control

Makes the human-in-the-loop review process incredibly efficient. Your team doesn't have to search for the source to verify an answer; they just click the citation.

Defensible Audit Trails

Creates a fully defensible record of work. Every data point in a report can be traced back to its origin, satisfying the strictest requirements of auditors, regulators, and legal teams.

Defensible Audit Trails

Creates a fully defensible record of work. Every data point in a report can be traced back to its origin, satisfying the strictest requirements of auditors, regulators, and legal teams.

Defensible Audit Trails

Creates a fully defensible record of work. Every data point in a report can be traced back to its origin, satisfying the strictest requirements of auditors, regulators, and legal teams.

Foundation of Trust

Builds confidence across your organization. When business users know that every AI-generated insight is verifiable, they are more willing to adopt and rely on automated workflows.

Foundation of Trust

Builds confidence across your organization. When business users know that every AI-generated insight is verifiable, they are more willing to adopt and rely on automated workflows.

Foundation of Trust

Builds confidence across your organization. When business users know that every AI-generated insight is verifiable, they are more willing to adopt and rely on automated workflows.

Time comparison

Time comparison

Time comparison

Time comparison

Traditional way

15-30 mins per query

15-30 mins per query

With V7 Go agents

1 second verification

1 second verification

Average time saved

99%

99%

V7 Go

V7 Go

V7 Go

V7 Go

The foundational layer of trust

for enterprise AI automation

AI can generate answers, but how can you trust them? Without a clear source, AI outputs are just a black box of unverifiable claims. Professionals in high-stakes industries like finance and legal can't afford to rely on information that isn't 100% defensible. The 'trust but verify' model breaks down when verification takes hours of manual searching. This fundamental lack of traceability is the single biggest barrier to adopting AI for mission-critical work. V7 Go was built from the ground up to solve this, making every AI-generated insight fully auditable.

High-Stakes Professionals

For finance, legal, and compliance teams where accuracy is non-negotiable. Make decisions with confidence, knowing that every piece of AI-generated data is fully auditable and traceable to its source.

High-Stakes Professionals

For finance, legal, and compliance teams where accuracy is non-negotiable. Make decisions with confidence, knowing that every piece of AI-generated data is fully auditable and traceable to its source.

High-Stakes Professionals

For finance, legal, and compliance teams where accuracy is non-negotiable. Make decisions with confidence, knowing that every piece of AI-generated data is fully auditable and traceable to its source.

High-Stakes Professionals

For finance, legal, and compliance teams where accuracy is non-negotiable. Make decisions with confidence, knowing that every piece of AI-generated data is fully auditable and traceable to its source.

IT & AI Leaders

Drive adoption of AI across the enterprise by providing a platform that users can trust. Eliminate the 'black box' problem and empower your business teams with reliable, verifiable automation.

IT & AI Leaders

Drive adoption of AI across the enterprise by providing a platform that users can trust. Eliminate the 'black box' problem and empower your business teams with reliable, verifiable automation.

IT & AI Leaders

Drive adoption of AI across the enterprise by providing a platform that users can trust. Eliminate the 'black box' problem and empower your business teams with reliable, verifiable automation.

IT & AI Leaders

Drive adoption of AI across the enterprise by providing a platform that users can trust. Eliminate the 'black box' problem and empower your business teams with reliable, verifiable automation.

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AI Risk Report Analysis Agent

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Risk Report Consolidation

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Automate the analysis and consolidation of all your internal risk reports. This V7 Go agent reads audit, compliance, and incident reports to create a unified risk summary.

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Automate the analysis and consolidation of all your internal risk reports. This V7 Go agent reads audit, compliance, and incident reports to create a unified risk summary.

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Welcome Go

Welcome Go

Welcome Go

Welcome Go

For AI results you can actually trust

For AI results you can actually trust

For AI results you can actually trust

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

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

FAQ

FAQ

FAQ

FAQ

Have questions?
Find answers.

Is this a standalone product we need to buy?

No, this is a core, foundational capability of the V7 Go platform. Every agent you build or use on V7 Go automatically leverages this citation technology to ensure its outputs are trustworthy and verifiable.

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Is this a standalone product we need to buy?

No, this is a core, foundational capability of the V7 Go platform. Every agent you build or use on V7 Go automatically leverages this citation technology to ensure its outputs are trustworthy and verifiable.

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Is this a standalone product we need to buy?

No, this is a core, foundational capability of the V7 Go platform. Every agent you build or use on V7 Go automatically leverages this citation technology to ensure its outputs are trustworthy and verifiable.

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Is this a standalone product we need to buy?

No, this is a core, foundational capability of the V7 Go platform. Every agent you build or use on V7 Go automatically leverages this citation technology to ensure its outputs are trustworthy and verifiable.

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How does it work on a technical level?

It's an advanced form of Retrieval-Augmented Generation (RAG). When an AI model generates an answer, it is required to provide the specific text chunks from the source documents that it used. Our platform then links these chunks back to their precise coordinates on the original page.

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How does it work on a technical level?

It's an advanced form of Retrieval-Augmented Generation (RAG). When an AI model generates an answer, it is required to provide the specific text chunks from the source documents that it used. Our platform then links these chunks back to their precise coordinates on the original page.

+

How does it work on a technical level?

It's an advanced form of Retrieval-Augmented Generation (RAG). When an AI model generates an answer, it is required to provide the specific text chunks from the source documents that it used. Our platform then links these chunks back to their precise coordinates on the original page.

+

How does it work on a technical level?

It's an advanced form of Retrieval-Augmented Generation (RAG). When an AI model generates an answer, it is required to provide the specific text chunks from the source documents that it used. Our platform then links these chunks back to their precise coordinates on the original page.

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Does it work for data extracted from charts and tables?

Yes. It's multi-modal. If a number is extracted from a table, the citation will highlight the exact cell. If data is pulled from a bar chart, the citation will show a snippet of the original chart.

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Does it work for data extracted from charts and tables?

Yes. It's multi-modal. If a number is extracted from a table, the citation will highlight the exact cell. If data is pulled from a bar chart, the citation will show a snippet of the original chart.

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Does it work for data extracted from charts and tables?

Yes. It's multi-modal. If a number is extracted from a table, the citation will highlight the exact cell. If data is pulled from a bar chart, the citation will show a snippet of the original chart.

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Does it work for data extracted from charts and tables?

Yes. It's multi-modal. If a number is extracted from a table, the citation will highlight the exact cell. If data is pulled from a bar chart, the citation will show a snippet of the original chart.

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What if the answer is synthesized from multiple sources?

The agent will provide multiple citations. It will show you all the different passages from one or more documents that it synthesized to create the final summary or answer, giving you full visibility into its reasoning process.

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What if the answer is synthesized from multiple sources?

The agent will provide multiple citations. It will show you all the different passages from one or more documents that it synthesized to create the final summary or answer, giving you full visibility into its reasoning process.

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What if the answer is synthesized from multiple sources?

The agent will provide multiple citations. It will show you all the different passages from one or more documents that it synthesized to create the final summary or answer, giving you full visibility into its reasoning process.

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What if the answer is synthesized from multiple sources?

The agent will provide multiple citations. It will show you all the different passages from one or more documents that it synthesized to create the final summary or answer, giving you full visibility into its reasoning process.

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How is this different from a simple hyperlink?

A hyperlink just takes you to the document. Our Visual Grounding takes you to the exact spot within the document and provides an immediate visual preview, saving you the time and effort of having to search for the relevant passage yourself.

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How is this different from a simple hyperlink?

A hyperlink just takes you to the document. Our Visual Grounding takes you to the exact spot within the document and provides an immediate visual preview, saving you the time and effort of having to search for the relevant passage yourself.

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How is this different from a simple hyperlink?

A hyperlink just takes you to the document. Our Visual Grounding takes you to the exact spot within the document and provides an immediate visual preview, saving you the time and effort of having to search for the relevant passage yourself.

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How is this different from a simple hyperlink?

A hyperlink just takes you to the document. Our Visual Grounding takes you to the exact spot within the document and provides an immediate visual preview, saving you the time and effort of having to search for the relevant passage yourself.

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Do we need to do anything to enable this?

No, it's a built-in feature of the V7 Go platform. Any workflow you create that involves extracting, summarizing, or answering questions from documents will automatically have this citation capability.

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Do we need to do anything to enable this?

No, it's a built-in feature of the V7 Go platform. Any workflow you create that involves extracting, summarizing, or answering questions from documents will automatically have this citation capability.

+

Do we need to do anything to enable this?

No, it's a built-in feature of the V7 Go platform. Any workflow you create that involves extracting, summarizing, or answering questions from documents will automatically have this citation capability.

+

Do we need to do anything to enable this?

No, it's a built-in feature of the V7 Go platform. Any workflow you create that involves extracting, summarizing, or answering questions from documents will automatically have this citation capability.

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