AI Outlier Detection Agent
Delegate the search for anomalies to a specialized AI agent. It analyzes massive datasets and document repositories to automatically surface the critical outliers—from fraudulent claims and contrarian opinions to non-standard contract clauses—that require your expert attention.

Ideal for
Risk & Compliance
Investment Teams
Data Science

See AI Outlier Detection Agent in action
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See AI Outlier Detection Agent in action
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Contrarian Analyst Screen
See AI Outlier Detection Agent in action
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Time comparison
Traditional way
Days of manual searching
With V7 Go agents
Minutes (automated)
Average time saved
99%
Why V7 Go
Statistical Anomaly Detection
Applies statistical models to your numerical data to automatically identify and flag data points that deviate significantly from the norm, such as unusual spikes in expenses or fraudulent transactions.
Statistical Anomaly Detection
Applies statistical models to your numerical data to automatically identify and flag data points that deviate significantly from the norm, such as unusual spikes in expenses or fraudulent transactions.
Unstructured Text Outlier Analysis
Goes beyond numbers to find outliers in text. It can find a non-standard clause in a portfolio of contracts or a contrarian analyst opinion in a library of research reports.
Unstructured Text Outlier Analysis
Goes beyond numbers to find outliers in text. It can find a non-standard clause in a portfolio of contracts or a contrarian analyst opinion in a library of research reports.
Customizable Rule-Based Alerts
Define what constitutes an 'outlier' for your business. The agent uses your custom rules and thresholds to scan for the specific exceptions that matter to your strategy.
Customizable Rule-Based Alerts
Define what constitutes an 'outlier' for your business. The agent uses your custom rules and thresholds to scan for the specific exceptions that matter to your strategy.
Predictive Anomaly Detection
Learns the normal patterns of behavior in your time-series data and can proactively flag deviations from that pattern as they happen, providing an early warning system for potential issues.
Predictive Anomaly Detection
Learns the normal patterns of behavior in your time-series data and can proactively flag deviations from that pattern as they happen, providing an early warning system for potential issues.
Reduces Alert Fatigue
Uses AI reasoning to filter out noise and false positives, ensuring that the anomalies it surfaces are statistically significant and worthy of your team's expert review.
Reduces Alert Fatigue
Uses AI reasoning to filter out noise and false positives, ensuring that the anomalies it surfaces are statistically significant and worthy of your team's expert review.
Actionable & Cited Exception Reports
Delivers a clean, prioritized list of all identified outliers. Each finding is supported by the underlying data and a visual citation linking back to the source document.
Actionable & Cited Exception Reports
Delivers a clean, prioritized list of all identified outliers. Each finding is supported by the underlying data and a visual citation linking back to the source document.
Analyzes massive datasets and document archives
To find the critical few data points that matter.
Get started
Import your files
Snowflake
,
Databricks
,
SharePoint
Import your files from whereever they are currently stored
All types of Business documents supported
Once imported our system extracts and organises the essentials
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Time saving for invoice processing
95%
"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."
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."
Enterprise-grade security.
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow
Time saving for invoice processing
95%
"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."
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."
Enterprise-grade security.
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow
Time saving for invoice processing
95%
"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."
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."
Enterprise-grade security.
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow





