90% faster analysis
Chain-of-Thought Reasoning Agent
Turn complex problems into clear reasoning
Delegate complex analytical reasoning to a specialized AI agent. It breaks down multifaceted problems into transparent, step-by-step reasoning chains, documents each logical step, and delivers conclusions that stakeholders can understand and verify.

Ideal for
Strategy Teams
Risk Analysis
Investment Committees

See Chain-of-Thought Reasoning Agent in action
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See Chain-of-Thought Reasoning Agent in action
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See Chain-of-Thought Reasoning Agent in action
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Market Entry Decision Analysis
See Chain-of-Thought Reasoning Agent in action
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Time comparison
Time comparison
Traditional way
6-8 hours
With V7 Go agents
30-45 minutes
Average time saved
90%
Why V7 Go
Why V7 Go
Transparent Reasoning Chains
Every conclusion is supported by explicit reasoning steps. The agent documents each logical progression, making it easy for stakeholders to follow the analysis and identify where they agree or disagree.
Transparent Reasoning Chains
Every conclusion is supported by explicit reasoning steps. The agent documents each logical progression, making it easy for stakeholders to follow the analysis and identify where they agree or disagree.
Transparent Reasoning Chains
Every conclusion is supported by explicit reasoning steps. The agent documents each logical progression, making it easy for stakeholders to follow the analysis and identify where they agree or disagree.
Transparent Reasoning Chains
Every conclusion is supported by explicit reasoning steps. The agent documents each logical progression, making it easy for stakeholders to follow the analysis and identify where they agree or disagree.
Multi-Factor Evaluation
Systematically weighs competing factors, constraints, and priorities. The agent evaluates trade-offs explicitly, ensuring no critical consideration is overlooked.
Multi-Factor Evaluation
Systematically weighs competing factors, constraints, and priorities. The agent evaluates trade-offs explicitly, ensuring no critical consideration is overlooked.
Multi-Factor Evaluation
Systematically weighs competing factors, constraints, and priorities. The agent evaluates trade-offs explicitly, ensuring no critical consideration is overlooked.
Multi-Factor Evaluation
Systematically weighs competing factors, constraints, and priorities. The agent evaluates trade-offs explicitly, ensuring no critical consideration is overlooked.
Auditable Decision Records
Creates a complete record of reasoning that can be reviewed, challenged, and refined. Perfect for compliance, governance, and institutional knowledge.
Auditable Decision Records
Creates a complete record of reasoning that can be reviewed, challenged, and refined. Perfect for compliance, governance, and institutional knowledge.
Auditable Decision Records
Creates a complete record of reasoning that can be reviewed, challenged, and refined. Perfect for compliance, governance, and institutional knowledge.
Auditable Decision Records
Creates a complete record of reasoning that can be reviewed, challenged, and refined. Perfect for compliance, governance, and institutional knowledge.
Scenario Modeling
Tests multiple scenarios and decision paths in parallel. Compare outcomes under different assumptions to identify the most robust strategy.
Scenario Modeling
Tests multiple scenarios and decision paths in parallel. Compare outcomes under different assumptions to identify the most robust strategy.
Scenario Modeling
Tests multiple scenarios and decision paths in parallel. Compare outcomes under different assumptions to identify the most robust strategy.
Scenario Modeling
Tests multiple scenarios and decision paths in parallel. Compare outcomes under different assumptions to identify the most robust strategy.
Bias Detection
Identifies logical gaps, unstated assumptions, and potential blind spots in reasoning. Helps teams avoid groupthink and cognitive biases.
Bias Detection
Identifies logical gaps, unstated assumptions, and potential blind spots in reasoning. Helps teams avoid groupthink and cognitive biases.
Bias Detection
Identifies logical gaps, unstated assumptions, and potential blind spots in reasoning. Helps teams avoid groupthink and cognitive biases.
Bias Detection
Identifies logical gaps, unstated assumptions, and potential blind spots in reasoning. Helps teams avoid groupthink and cognitive biases.
Structured Output
Delivers reasoning in structured formats that integrate with decision-making frameworks, investment memos, and strategic planning documents.
Structured Output
Delivers reasoning in structured formats that integrate with decision-making frameworks, investment memos, and strategic planning documents.
Structured Output
Delivers reasoning in structured formats that integrate with decision-making frameworks, investment memos, and strategic planning documents.
Structured Output
Delivers reasoning in structured formats that integrate with decision-making frameworks, investment memos, and strategic planning documents.
Analyzes complex scenarios systematically
To deliver transparent, auditable reasoning.
Get started
Get started
Import your files
Notion
,
Google Docs
,
Slack
Import your files from whereever they are currently stored
All types of Business documents supported
Once imported our system extracts and organises the essentials
Customer voices
Customer voices
Connect AI to your decision framework.
Connect AI to your decision framework.
Make better decisions faster with transparent reasoning.
Make better decisions faster with transparent reasoning.
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Customer Voices
Industrial equipment sales
Read the full story
Industrial equipment sales
Read the full story
Insurance
We have six assessors. Before V7 Go, each would process around 15 claims a day, about 90 in total. With V7 Go, we’re expecting that to rise to around 20 claims per assessor, which adds up to an extra 30 claims a day. That’s the equivalent of two additional full-time assessors. Beyond the cost savings, there’s real reputational gains from fewer errors and faster turnaround times.
Read the full story
Insurance
We have six assessors. Before V7 Go, each would process around 15 claims a day, about 90 in total. With V7 Go, we’re expecting that to rise to around 20 claims per assessor, which adds up to an extra 30 claims a day. That’s the equivalent of two additional full-time assessors. Beyond the cost savings, there’s real reputational gains from fewer errors and faster turnaround times.
Read the full story
Real Estate
Prior to V7, people using the software were manually inputting data. Now it’s so much faster because it just reads it for them. On average, it saves our customers 45 minutes to an hour of work, and it’s more accurate.
Read the full story
Real Estate
Prior to V7, people using the software were manually inputting data. Now it’s so much faster because it just reads it for them. On average, it saves our customers 45 minutes to an hour of work, and it’s more accurate.
Read the full story
Industrial equipment sales
Read the full story
Insurance
We have six assessors. Before V7 Go, each would process around 15 claims a day, about 90 in total. With V7 Go, we’re expecting that to rise to around 20 claims per assessor, which adds up to an extra 30 claims a day. That’s the equivalent of two additional full-time assessors. Beyond the cost savings, there’s real reputational gains from fewer errors and faster turnaround times.
Read the full story
Real Estate
Prior to V7, people using the software were manually inputting data. Now it’s so much faster because it just reads it for them. On average, it saves our customers 45 minutes to an hour of work, and it’s more accurate.
Read the full story
Finance
“Whenever I think about hiring, I first try to do it in V7 Go.” Discover how HITICCO uses V7 Go agents to accelerate and enrich their prospect research.
Read the full story
Finance
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
Features
Features
Results you can actually trust.
Reliable AI document processing toolkit.
Results you can trust.
Trustworthy AI document processing toolkit.
Handles any decision framework.
From simple to complex.
Whether you're evaluating a binary choice or navigating a multidimensional decision space, this agent adapts to your reasoning framework. It works with quantitative data, qualitative factors, and mixed scenarios.
Input types
Quantitative Data
Qualitative Factors
Mixed Scenarios
Custom Frameworks
Document types
PDFs
Spreadsheets
Tables
Text Documents
Structured Data
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Handles any decision framework.
From simple to complex.
Whether you're evaluating a binary choice or navigating a multidimensional decision space, this agent adapts to your reasoning framework. It works with quantitative data, qualitative factors, and mixed scenarios.
Input types
Quantitative Data
Qualitative Factors
Mixed Scenarios
Custom Frameworks
Document types
PDFs
Spreadsheets
Tables
Text Documents
Structured Data
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Handles any decision framework.
From simple to complex.
Whether you're evaluating a binary choice or navigating a multidimensional decision space, this agent adapts to your reasoning framework. It works with quantitative data, qualitative factors, and mixed scenarios.
Input types
Quantitative Data
Qualitative Factors
Mixed Scenarios
Custom Frameworks
Document types
PDFs
Spreadsheets
Tables
Text Documents
Structured Data
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Rigorous logical analysis
with verifiable steps.
Every reasoning step is explicit and verifiable. The agent identifies logical dependencies, flags unsupported assumptions, and ensures conclusions follow from premises. No hidden leaps in logic.
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)
Rigorous logical analysis
with verifiable steps.
Every reasoning step is explicit and verifiable. The agent identifies logical dependencies, flags unsupported assumptions, and ensures conclusions follow from premises. No hidden leaps in logic.
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)
Rigorous logical analysis
with verifiable steps.
Every reasoning step is explicit and verifiable. The agent identifies logical dependencies, flags unsupported assumptions, and ensures conclusions follow from premises. No hidden leaps in logic.
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)
Consistent reasoning,
across all decisions.
Apply the same reasoning framework across all decisions. The agent ensures consistency in how factors are weighted and evaluated, making it easier to compare decisions and learn from past analyses.

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
Consistent reasoning,
across all decisions.
Apply the same reasoning framework across all decisions. The agent ensures consistency in how factors are weighted and evaluated, making it easier to compare decisions and learn from past analyses.

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
Consistent reasoning,
across all decisions.
Apply the same reasoning framework across all decisions. The agent ensures consistency in how factors are weighted and evaluated, making it easier to compare decisions and learn from past analyses.

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 decisions.
Strategic decisions involve confidential information. V7 Go processes all reasoning within your secure environment, ensuring decision records and analysis remain private and compliant with your governance requirements.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise-grade security
for sensitive decisions.
Strategic decisions involve confidential information. V7 Go processes all reasoning within your secure environment, ensuring decision records and analysis remain private and compliant with your governance requirements.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise-grade security
for sensitive decisions.
Strategic decisions involve confidential information. V7 Go processes all reasoning within your secure environment, ensuring decision records and analysis remain private and compliant with your governance requirements.
Certifications
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
More agents
More agents
Explore more agents to help you
Explore more agents to help you
accelerate your strategic decision-making
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Answers
Answers
What you need to know about our
Chain-of-Thought Reasoning Agent
How does this differ from standard AI analysis?
Standard AI provides answers. This agent shows its work. By documenting each reasoning step, it creates transparency that allows stakeholders to validate conclusions and understand the logic behind recommendations.
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How does this differ from standard AI analysis?
Standard AI provides answers. This agent shows its work. By documenting each reasoning step, it creates transparency that allows stakeholders to validate conclusions and understand the logic behind recommendations.
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How does this differ from standard AI analysis?
Standard AI provides answers. This agent shows its work. By documenting each reasoning step, it creates transparency that allows stakeholders to validate conclusions and understand the logic behind recommendations.
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Can it handle subjective factors?
Yes. The agent explicitly acknowledges subjective elements, documents how they're weighted, and explains the reasoning behind those weightings. This makes subjective judgments transparent rather than hidden.
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Can it handle subjective factors?
Yes. The agent explicitly acknowledges subjective elements, documents how they're weighted, and explains the reasoning behind those weightings. This makes subjective judgments transparent rather than hidden.
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Can it handle subjective factors?
Yes. The agent explicitly acknowledges subjective elements, documents how they're weighted, and explains the reasoning behind those weightings. This makes subjective judgments transparent rather than hidden.
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What types of problems can it analyze?
Any complex decision with multiple factors: market entry strategies, investment decisions, risk assessments, resource allocation, partnership evaluations, and strategic pivots. The agent adapts to your specific decision framework.
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What types of problems can it analyze?
Any complex decision with multiple factors: market entry strategies, investment decisions, risk assessments, resource allocation, partnership evaluations, and strategic pivots. The agent adapts to your specific decision framework.
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What types of problems can it analyze?
Any complex decision with multiple factors: market entry strategies, investment decisions, risk assessments, resource allocation, partnership evaluations, and strategic pivots. The agent adapts to your specific decision framework.
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How do we customize the reasoning framework?
Connect your decision-making playbook to the agent via a Knowledge Hub. Define your evaluation criteria, priorities, and constraints, and the agent will apply them consistently across all analyses.
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How do we customize the reasoning framework?
Connect your decision-making playbook to the agent via a Knowledge Hub. Define your evaluation criteria, priorities, and constraints, and the agent will apply them consistently across all analyses.
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How do we customize the reasoning framework?
Connect your decision-making playbook to the agent via a Knowledge Hub. Define your evaluation criteria, priorities, and constraints, and the agent will apply them consistently across all analyses.
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Can multiple teams use the same reasoning framework?
Absolutely. The Knowledge Hub serves as your institutional standard for reasoning. All teams use the same framework, ensuring consistency and making it easier to compare decisions across the organization.
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Can multiple teams use the same reasoning framework?
Absolutely. The Knowledge Hub serves as your institutional standard for reasoning. All teams use the same framework, ensuring consistency and making it easier to compare decisions across the organization.
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Can multiple teams use the same reasoning framework?
Absolutely. The Knowledge Hub serves as your institutional standard for reasoning. All teams use the same framework, ensuring consistency and making it easier to compare decisions across the organization.
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What format is the output?
The agent delivers structured reasoning chains in JSON, markdown, or formatted documents. Each step is linked to supporting data, making it easy to integrate into memos, presentations, or decision records.
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What format is the output?
The agent delivers structured reasoning chains in JSON, markdown, or formatted documents. Each step is linked to supporting data, making it easy to integrate into memos, presentations, or decision records.
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What format is the output?
The agent delivers structured reasoning chains in JSON, markdown, or formatted documents. Each step is linked to supporting data, making it easy to integrate into memos, presentations, or decision records.
+
Next steps
Next steps
Tired of defending decisions without clear reasoning?
Send us a recent strategic decision with your data and constraints. We'll show you how our agent breaks it down into clear, auditable reasoning steps.
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: