Accelerate technical diligence
AI Venture Capital Technical Assessment Agent
Validate the tech behind the big idea
Delegate your initial technical diligence to a specialized AI agent. It reads and understands dense scientific papers, patent applications, and technical documentation to summarize the core innovation, identify potential risks, and assess the technology's defensibility.

Ideal for
Deep-Tech VCs
Technical Diligence
R&D Teams

See AI Venture Capital Technical Assessment Agent in action
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Time comparison
Time comparison
Traditional way
1-2 weeks of expert review
With V7 Go agents
30-60 minutes
Average time saved
98%
Why V7 Go
Why V7 Go
Technical Innovation Summary
Reads dense, jargon-filled whitepapers and research papers to produce a clear, plain-language summary of the core technology and its key innovations.
Technical Innovation Summary
Reads dense, jargon-filled whitepapers and research papers to produce a clear, plain-language summary of the core technology and its key innovations.
Technical Innovation Summary
Reads dense, jargon-filled whitepapers and research papers to produce a clear, plain-language summary of the core technology and its key innovations.
Technical Innovation Summary
Reads dense, jargon-filled whitepapers and research papers to produce a clear, plain-language summary of the core technology and its key innovations.
Patent Analysis & Prior Art
Analyzes patent applications to extract the specific claims being made. It can also be connected to patent databases to search for prior art and assess defensibility.
Patent Analysis & Prior Art
Analyzes patent applications to extract the specific claims being made. It can also be connected to patent databases to search for prior art and assess defensibility.
Patent Analysis & Prior Art
Analyzes patent applications to extract the specific claims being made. It can also be connected to patent databases to search for prior art and assess defensibility.
Patent Analysis & Prior Art
Analyzes patent applications to extract the specific claims being made. It can also be connected to patent databases to search for prior art and assess defensibility.
Risk & Feasibility Identification
Scans technical documents for any mentions of risks, challenges, limitations, or dependencies that could impact the technology's path to commercialization.
Risk & Feasibility Identification
Scans technical documents for any mentions of risks, challenges, limitations, or dependencies that could impact the technology's path to commercialization.
Risk & Feasibility Identification
Scans technical documents for any mentions of risks, challenges, limitations, or dependencies that could impact the technology's path to commercialization.
Risk & Feasibility Identification
Scans technical documents for any mentions of risks, challenges, limitations, or dependencies that could impact the technology's path to commercialization.
Competitive Technology Benchmarking
Compares the technical specifications or performance metrics from a target company's documents against those of known competitors or industry standards.
Competitive Technology Benchmarking
Compares the technical specifications or performance metrics from a target company's documents against those of known competitors or industry standards.
Competitive Technology Benchmarking
Compares the technical specifications or performance metrics from a target company's documents against those of known competitors or industry standards.
Competitive Technology Benchmarking
Compares the technical specifications or performance metrics from a target company's documents against those of known competitors or industry standards.
Team & Author Credibility Check
Extracts the names of authors and inventors from papers and patents and can cross-reference them against academic databases to help assess the technical team's credibility.
Team & Author Credibility Check
Extracts the names of authors and inventors from papers and patents and can cross-reference them against academic databases to help assess the technical team's credibility.
Team & Author Credibility Check
Extracts the names of authors and inventors from papers and patents and can cross-reference them against academic databases to help assess the technical team's credibility.
Team & Author Credibility Check
Extracts the names of authors and inventors from papers and patents and can cross-reference them against academic databases to help assess the technical team's credibility.
Data Extraction from Technical Visuals
Uses computer vision to extract performance data from charts and graphs in research papers and can identify key components in technical diagrams and schematics.
Data Extraction from Technical Visuals
Uses computer vision to extract performance data from charts and graphs in research papers and can identify key components in technical diagrams and schematics.
Data Extraction from Technical Visuals
Uses computer vision to extract performance data from charts and graphs in research papers and can identify key components in technical diagrams and schematics.
Data Extraction from Technical Visuals
Uses computer vision to extract performance data from charts and graphs in research papers and can identify key components in technical diagrams and schematics.
Reads highly specialized technical and scientific documents
To extract the core technological insights.
Get started
Get started
Import your files
Westlaw
,
GitHub
,
Google Scholar
Import your files from whereever they are currently stored
All types of Finance documents supported
Once imported our system extracts and organises the essentials
Customer voices
Customer voices
Connect AI to the frontiers of science and technology.
Connect AI to the frontiers of science and technology.
Turn dense research papers and patents into clear, actionable investment intelligence.
Turn dense research papers and patents into clear, actionable investment intelligence.
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.
Supporting complex documents.
Up to 200 pages.
Deep-tech insights are found in dense, specialized formats. This agent excels at reading multi-column academic papers, interpreting the legal structure of patent filings, and extracting data from performance charts and diagrams.
Input types
50+ languages
Technical Diagrams
200 pages
Multi-modal
Document types
PDFs
URL
Academic Papers
Patents
Graphs
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
Deep-tech insights are found in dense, specialized formats. This agent excels at reading multi-column academic papers, interpreting the legal structure of patent filings, and extracting data from performance charts and diagrams.
Input types
50+ languages
Technical Diagrams
200 pages
Multi-modal
Document types
PDFs
URL
Academic Papers
Patents
Graphs
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
Deep-tech insights are found in dense, specialized formats. This agent excels at reading multi-column academic papers, interpreting the legal structure of patent filings, and extracting data from performance charts and diagrams.
Input types
50+ languages
Technical Diagrams
200 pages
Multi-modal
Document types
PDFs
URL
Academic Papers
Patents
Graphs
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate
through GenAI reasoning.
Technical assessment demands precision. The agent uses AI reasoning to understand complex scientific terminology and logical arguments, ensuring its summaries and risk identifications are technically accurate and relevant.
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.
Technical assessment demands precision. The agent uses AI reasoning to understand complex scientific terminology and logical arguments, ensuring its summaries and risk identifications are technically accurate and relevant.
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.
Technical assessment demands precision. The agent uses AI reasoning to understand complex scientific terminology and logical arguments, ensuring its summaries and risk identifications are technically accurate and relevant.
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.
Every technical summary is defensible. Each key finding, risk, or innovation highlighted by the agent is visually linked back to the exact passage or diagram in the source whitepaper or patent, providing a clear evidence 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 results,
grounded in reality.
Every technical summary is defensible. Each key finding, risk, or innovation highlighted by the agent is visually linked back to the exact passage or diagram in the source whitepaper or patent, providing a clear evidence 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 results,
grounded in reality.
Every technical summary is defensible. Each key finding, risk, or innovation highlighted by the agent is visually linked back to the exact passage or diagram in the source whitepaper or patent, providing a clear evidence 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 high-stake industries.
The technical documents of a potential investment are among its most sensitive trade secrets. V7 Go processes all diligence materials within your secure environment, ensuring this confidential IP remains protected.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
The technical documents of a potential investment are among its most sensitive trade secrets. V7 Go processes all diligence materials within your secure environment, ensuring this confidential IP remains protected.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
The technical documents of a potential investment are among its most sensitive trade secrets. V7 Go processes all diligence materials within your secure environment, ensuring this confidential IP remains protected.
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 Venture Capital Technical Assessment Agent
Does our team need to be PhDs to use this agent?
No, and that's its key advantage. The agent helps bridge the knowledge gap by translating highly technical concepts into accessible summaries, allowing generalist investors to better understand deep-tech opportunities and ask more intelligent questions.
+
Does our team need to be PhDs to use this agent?
No, and that's its key advantage. The agent helps bridge the knowledge gap by translating highly technical concepts into accessible summaries, allowing generalist investors to better understand deep-tech opportunities and ask more intelligent questions.
+
Does our team need to be PhDs to use this agent?
No, and that's its key advantage. The agent helps bridge the knowledge gap by translating highly technical concepts into accessible summaries, allowing generalist investors to better understand deep-tech opportunities and ask more intelligent questions.
+
How does it handle very niche, specialized scientific fields?
The underlying AI models have been exposed to a vast corpus of scientific and technical literature. For extremely niche fields, you can enhance its accuracy by providing a Knowledge Hub of key papers or a glossary of terms for the agent to use as context.
+
How does it handle very niche, specialized scientific fields?
The underlying AI models have been exposed to a vast corpus of scientific and technical literature. For extremely niche fields, you can enhance its accuracy by providing a Knowledge Hub of key papers or a glossary of terms for the agent to use as context.
+
How does it handle very niche, specialized scientific fields?
The underlying AI models have been exposed to a vast corpus of scientific and technical literature. For extremely niche fields, you can enhance its accuracy by providing a Knowledge Hub of key papers or a glossary of terms for the agent to use as context.
+
Does it offer an opinion on whether the technology will work?
No. The agent is a research and summarization tool, not a scientific arbiter. It extracts and organizes the claims, evidence, and risks presented in the documents, but the final judgment on technical feasibility rests with human experts.
+
Does it offer an opinion on whether the technology will work?
No. The agent is a research and summarization tool, not a scientific arbiter. It extracts and organizes the claims, evidence, and risks presented in the documents, but the final judgment on technical feasibility rests with human experts.
+
Does it offer an opinion on whether the technology will work?
No. The agent is a research and summarization tool, not a scientific arbiter. It extracts and organizes the claims, evidence, and risks presented in the documents, but the final judgment on technical feasibility rests with human experts.
+
Can it analyze source code?
The V7 Go platform can be configured to incorporate code analysis tools. The agent can summarize documentation, analyze repository activity, and integrate with static analysis tools to provide a holistic view of a company's codebase.
+
Can it analyze source code?
The V7 Go platform can be configured to incorporate code analysis tools. The agent can summarize documentation, analyze repository activity, and integrate with static analysis tools to provide a holistic view of a company's codebase.
+
Can it analyze source code?
The V7 Go platform can be configured to incorporate code analysis tools. The agent can summarize documentation, analyze repository activity, and integrate with static analysis tools to provide a holistic view of a company's codebase.
+
What kind of documents can it process?
It is optimized for text-heavy, technical documents like academic papers (e.g., from arXiv), patent filings from the USPTO or WIPO, technical whitepapers, and engineering specifications.
+
What kind of documents can it process?
It is optimized for text-heavy, technical documents like academic papers (e.g., from arXiv), patent filings from the USPTO or WIPO, technical whitepapers, and engineering specifications.
+
What kind of documents can it process?
It is optimized for text-heavy, technical documents like academic papers (e.g., from arXiv), patent filings from the USPTO or WIPO, technical whitepapers, and engineering specifications.
+
How do we know the summary is accurate and not a 'hallucination'?
Every summary statement and extracted data point is supported by AI Citations. This means you can click on any part of the agent's output and be taken to the precise sentence or diagram in the source document that backs it up, ensuring full verifiability.
+
How do we know the summary is accurate and not a 'hallucination'?
Every summary statement and extracted data point is supported by AI Citations. This means you can click on any part of the agent's output and be taken to the precise sentence or diagram in the source document that backs it up, ensuring full verifiability.
+
How do we know the summary is accurate and not a 'hallucination'?
Every summary statement and extracted data point is supported by AI Citations. This means you can click on any part of the agent's output and be taken to the precise sentence or diagram in the source document that backs it up, ensuring full verifiability.
+
Next steps
Next steps
Is the technology too complex to diligence quickly?
Send us a public whitepaper or patent for a company in a complex field. We'll show you how our AI agent can distill it into a summary that clarifies its core technology and risks.
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: