Research time cut by 80%
AI Capital Markets Strategy Agent
From fragmented data to strategic clarity
Delegate market research and strategic analysis to a specialized AI agent. It ingests regulatory filings, earnings transcripts, market data, and economic reports, then synthesizes them into coherent strategic recommendations, competitive assessments, and risk analyses.

Ideal for
Portfolio Managers
Research Teams
Trading Desks

See AI Capital Markets Strategy Agent in action
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See AI Capital Markets Strategy Agent in action
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See AI Capital Markets Strategy Agent in action
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Tech Sector Strategy Analysis
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Time comparison
Time comparison
Traditional way
3-5 days
With V7 Go agents
2-4 hours
Average time saved
85%
Why V7 Go
Why V7 Go
Multi-Source Data Synthesis
Ingests regulatory filings, earnings transcripts, market reports, and economic data simultaneously, then synthesizes disparate information into coherent strategic narratives.
Multi-Source Data Synthesis
Ingests regulatory filings, earnings transcripts, market reports, and economic data simultaneously, then synthesizes disparate information into coherent strategic narratives.
Multi-Source Data Synthesis
Ingests regulatory filings, earnings transcripts, market reports, and economic data simultaneously, then synthesizes disparate information into coherent strategic narratives.
Multi-Source Data Synthesis
Ingests regulatory filings, earnings transcripts, market reports, and economic data simultaneously, then synthesizes disparate information into coherent strategic narratives.
Competitive Positioning Analysis
Compares peer performance, market share trends, and strategic positioning across competitors to identify relative strengths, weaknesses, and emerging threats.
Competitive Positioning Analysis
Compares peer performance, market share trends, and strategic positioning across competitors to identify relative strengths, weaknesses, and emerging threats.
Competitive Positioning Analysis
Compares peer performance, market share trends, and strategic positioning across competitors to identify relative strengths, weaknesses, and emerging threats.
Competitive Positioning Analysis
Compares peer performance, market share trends, and strategic positioning across competitors to identify relative strengths, weaknesses, and emerging threats.
Regulatory & Compliance Monitoring
Automatically flags regulatory changes, compliance risks, and policy shifts that could impact portfolio positioning or trading strategy.
Regulatory & Compliance Monitoring
Automatically flags regulatory changes, compliance risks, and policy shifts that could impact portfolio positioning or trading strategy.
Regulatory & Compliance Monitoring
Automatically flags regulatory changes, compliance risks, and policy shifts that could impact portfolio positioning or trading strategy.
Regulatory & Compliance Monitoring
Automatically flags regulatory changes, compliance risks, and policy shifts that could impact portfolio positioning or trading strategy.
Macroeconomic Context Integration
Connects company-specific data to broader economic trends, interest rate environments, and sector dynamics for holistic strategic assessment.
Macroeconomic Context Integration
Connects company-specific data to broader economic trends, interest rate environments, and sector dynamics for holistic strategic assessment.
Macroeconomic Context Integration
Connects company-specific data to broader economic trends, interest rate environments, and sector dynamics for holistic strategic assessment.
Macroeconomic Context Integration
Connects company-specific data to broader economic trends, interest rate environments, and sector dynamics for holistic strategic assessment.
Risk & Opportunity Identification
Proactively surfaces hidden risks, emerging opportunities, and inflection points that may not be obvious from individual data sources.
Risk & Opportunity Identification
Proactively surfaces hidden risks, emerging opportunities, and inflection points that may not be obvious from individual data sources.
Risk & Opportunity Identification
Proactively surfaces hidden risks, emerging opportunities, and inflection points that may not be obvious from individual data sources.
Risk & Opportunity Identification
Proactively surfaces hidden risks, emerging opportunities, and inflection points that may not be obvious from individual data sources.
Cited Strategic Recommendations
Every strategic insight is grounded in source documents with AI Citations, ensuring recommendations are defensible and traceable to underlying data.
Cited Strategic Recommendations
Every strategic insight is grounded in source documents with AI Citations, ensuring recommendations are defensible and traceable to underlying data.
Cited Strategic Recommendations
Every strategic insight is grounded in source documents with AI Citations, ensuring recommendations are defensible and traceable to underlying data.
Cited Strategic Recommendations
Every strategic insight is grounded in source documents with AI Citations, ensuring recommendations are defensible and traceable to underlying data.
Synthesizes intelligence from multiple sources
To deliver comprehensive strategic insights.
Get started
Get started

Import your files
Snowflake
,
Bloomberg
,
Refinitiv
Import your files from whereever they are currently stored
All types of Finance documents supported
Once imported our system extracts and organises the essentials
Built for the teams that handle high-stakes work
Built to scale workflows for teams that need speed and accuracy.
For Teams
For Teams
Portfolio Managers & Strategists
Portfolio Managers & Strategists
Portfolio Managers & Strategists
Move from reactive analysis to proactive strategy. Synthesize market intelligence faster, identify positioning opportunities earlier, and make conviction-based decisions with confidence.
Move from reactive analysis to proactive strategy. Synthesize market intelligence faster, identify positioning opportunities earlier, and make conviction-based decisions with confidence.
Move from reactive analysis to proactive strategy. Synthesize market intelligence faster, identify positioning opportunities earlier, and make conviction-based decisions with confidence.
Research & Trading Teams
Research & Trading Teams
Research & Trading Teams
Reduce time spent on data aggregation and synthesis. Focus your expertise on interpretation and decision-making while the agent handles the heavy lifting of connecting disparate information sources.
Reduce time spent on data aggregation and synthesis. Focus your expertise on interpretation and decision-making while the agent handles the heavy lifting of connecting disparate information sources.
Reduce time spent on data aggregation and synthesis. Focus your expertise on interpretation and decision-making while the agent handles the heavy lifting of connecting disparate information sources.
Customer voices
Customer voices
Connect AI to your market intelligence.
Connect AI to your market intelligence.
Turn data into conviction.
Turn data into conviction.
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Customer Voices
Industrial equipment sales
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.
Read the full story
Industrial equipment sales
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.
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
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.
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.
Handling diverse data formats.
From any market source.
Market data comes in many forms—structured databases, unstructured reports, transcripts, regulatory filings, and real-time feeds. This agent processes all of them, extracting signal from noise regardless of format or source.
Input types
Structured Data
Unstructured Reports
Real-Time Feeds
Multi-Modal
Document types
PDFs
APIs
Tables
Transcripts
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Handling diverse data formats.
From any market source.
Market data comes in many forms—structured databases, unstructured reports, transcripts, regulatory filings, and real-time feeds. This agent processes all of them, extracting signal from noise regardless of format or source.
Input types
Structured Data
Unstructured Reports
Real-Time Feeds
Multi-Modal
Document types
PDFs
APIs
Tables
Transcripts
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Handling diverse data formats.
From any market source.
Market data comes in many forms—structured databases, unstructured reports, transcripts, regulatory filings, and real-time feeds. This agent processes all of them, extracting signal from noise regardless of format or source.
Input types
Structured Data
Unstructured Reports
Real-Time Feeds
Multi-Modal
Document types
PDFs
APIs
Tables
Transcripts
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate
through multi-step reasoning.
Strategic decisions demand precision. The agent uses sophisticated reasoning to synthesize complex, sometimes contradictory information into coherent insights, with every conclusion traceable to source data.
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 multi-step reasoning.
Strategic decisions demand precision. The agent uses sophisticated reasoning to synthesize complex, sometimes contradictory information into coherent insights, with every conclusion traceable to source data.
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 multi-step reasoning.
Strategic decisions demand precision. The agent uses sophisticated reasoning to synthesize complex, sometimes contradictory information into coherent insights, with every conclusion traceable to source data.
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 insights,
grounded in evidence.
Every strategic recommendation is backed by specific evidence from source documents. AI Citations link each insight directly to the data that supports it, creating a fully auditable analysis trail.

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 insights,
grounded in evidence.
Every strategic recommendation is backed by specific evidence from source documents. AI Citations link each insight directly to the data that supports it, creating a fully auditable analysis trail.

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 insights,
grounded in evidence.
Every strategic recommendation is backed by specific evidence from source documents. AI Citations link each insight directly to the data that supports it, creating a fully auditable analysis trail.

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 institutional investors.
Proprietary research, internal theses, and confidential market views are processed within your secure environment. V7 Go adheres to institutional-grade security standards and never uses your data for external purposes.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for institutional investors.
Proprietary research, internal theses, and confidential market views are processed within your secure environment. V7 Go adheres to institutional-grade security standards and never uses your data for external purposes.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for institutional investors.
Proprietary research, internal theses, and confidential market views are processed within your secure environment. V7 Go adheres to institutional-grade security standards and never uses your data for external purposes.
Certifications
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
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Answers
Answers
What you need to know about our
AI Capital Markets Strategy Agent
How does the agent handle conflicting data from different sources?
The agent identifies conflicting signals and explicitly flags them in the analysis, noting the source of each perspective. This helps you understand where consensus exists and where legitimate disagreement persists, enabling more nuanced decision-making.
+
How does the agent handle conflicting data from different sources?
The agent identifies conflicting signals and explicitly flags them in the analysis, noting the source of each perspective. This helps you understand where consensus exists and where legitimate disagreement persists, enabling more nuanced decision-making.
+
How does the agent handle conflicting data from different sources?
The agent identifies conflicting signals and explicitly flags them in the analysis, noting the source of each perspective. This helps you understand where consensus exists and where legitimate disagreement persists, enabling more nuanced decision-making.
+
Can it incorporate proprietary research and internal theses?
Yes. By connecting your internal Knowledge Hub with proprietary research, historical analyses, and firm-specific frameworks, the agent can contextualize external data against your unique investment thesis and risk parameters.
+
Can it incorporate proprietary research and internal theses?
Yes. By connecting your internal Knowledge Hub with proprietary research, historical analyses, and firm-specific frameworks, the agent can contextualize external data against your unique investment thesis and risk parameters.
+
Can it incorporate proprietary research and internal theses?
Yes. By connecting your internal Knowledge Hub with proprietary research, historical analyses, and firm-specific frameworks, the agent can contextualize external data against your unique investment thesis and risk parameters.
+
How current is the market data it analyzes?
The agent can process real-time market feeds, recent earnings releases, and newly filed regulatory documents. The freshness of insights depends on the data sources you connect to your Knowledge Hub.
+
How current is the market data it analyzes?
The agent can process real-time market feeds, recent earnings releases, and newly filed regulatory documents. The freshness of insights depends on the data sources you connect to your Knowledge Hub.
+
How current is the market data it analyzes?
The agent can process real-time market feeds, recent earnings releases, and newly filed regulatory documents. The freshness of insights depends on the data sources you connect to your Knowledge Hub.
+
Does it generate trading signals or just analysis?
The agent synthesizes strategic analysis and identifies key drivers of value or risk. While it doesn't generate automated trading signals, it provides the intelligence foundation that informs your trading and portfolio decisions.
+
Does it generate trading signals or just analysis?
The agent synthesizes strategic analysis and identifies key drivers of value or risk. While it doesn't generate automated trading signals, it provides the intelligence foundation that informs your trading and portfolio decisions.
+
Does it generate trading signals or just analysis?
The agent synthesizes strategic analysis and identifies key drivers of value or risk. While it doesn't generate automated trading signals, it provides the intelligence foundation that informs your trading and portfolio decisions.
+
How does it handle sensitive or proprietary information?
V7 Go processes all data within your secure environment. Proprietary research, internal theses, and confidential market views are never shared externally or used for model training.
+
How does it handle sensitive or proprietary information?
V7 Go processes all data within your secure environment. Proprietary research, internal theses, and confidential market views are never shared externally or used for model training.
+
How does it handle sensitive or proprietary information?
V7 Go processes all data within your secure environment. Proprietary research, internal theses, and confidential market views are never shared externally or used for model training.
+
What format are the strategic recommendations delivered in?
The agent delivers structured analysis including competitive assessments, risk matrices, opportunity summaries, and strategic recommendations. Output can be customized for integration into your investment committee memos or strategy dashboards.
+
What format are the strategic recommendations delivered in?
The agent delivers structured analysis including competitive assessments, risk matrices, opportunity summaries, and strategic recommendations. Output can be customized for integration into your investment committee memos or strategy dashboards.
+
What format are the strategic recommendations delivered in?
The agent delivers structured analysis including competitive assessments, risk matrices, opportunity summaries, and strategic recommendations. Output can be customized for integration into your investment committee memos or strategy dashboards.
+
Next steps
Next steps
Tired of synthesizing market research manually?
Send us a recent earnings report, regulatory filing, and market analysis. We'll show you how our agent synthesizes them into actionable strategy.
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:
