90% faster break resolution
AI agent for Trade Break Investigators
Find trade breaks in seconds, not hours
Delegate trade break investigation to a specialized AI agent. It compares your internal booking records against counterparty confirmation PDFs, identifies every field-level discrepancy, and delivers a structured report with the exact source of each mismatch, allowing your operations team to focus on resolution instead of detection.

Ideal for
Trade Operations
Middle Office
Reconciliation Teams

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Time comparison
Time comparison
Traditional way
15-30 minutes per break
With V7 Go agents
30-60 seconds
Average time saved
90%
Why V7 Go
Why V7 Go
Field-Level Comparison
Compares every critical field between internal booking systems and counterparty confirmations, including trade date, settlement date, quantity, price, counterparty identifiers, and security details to identify exact discrepancies.
Field-Level Comparison
Compares every critical field between internal booking systems and counterparty confirmations, including trade date, settlement date, quantity, price, counterparty identifiers, and security details to identify exact discrepancies.
Field-Level Comparison
Compares every critical field between internal booking systems and counterparty confirmations, including trade date, settlement date, quantity, price, counterparty identifiers, and security details to identify exact discrepancies.
Field-Level Comparison
Compares every critical field between internal booking systems and counterparty confirmations, including trade date, settlement date, quantity, price, counterparty identifiers, and security details to identify exact discrepancies.
Multi-Format Confirmation Handling
Processes confirmation PDFs from any counterparty regardless of format, layout, or structure, extracting trade details from SWIFT messages, broker confirmations, and proprietary formats with consistent accuracy.
Multi-Format Confirmation Handling
Processes confirmation PDFs from any counterparty regardless of format, layout, or structure, extracting trade details from SWIFT messages, broker confirmations, and proprietary formats with consistent accuracy.
Multi-Format Confirmation Handling
Processes confirmation PDFs from any counterparty regardless of format, layout, or structure, extracting trade details from SWIFT messages, broker confirmations, and proprietary formats with consistent accuracy.
Multi-Format Confirmation Handling
Processes confirmation PDFs from any counterparty regardless of format, layout, or structure, extracting trade details from SWIFT messages, broker confirmations, and proprietary formats with consistent accuracy.
Automated Data Normalization
Standardizes data formats across different systems and counterparties, converting dates, currencies, and identifiers to enable accurate comparison even when source systems use different conventions.
Automated Data Normalization
Standardizes data formats across different systems and counterparties, converting dates, currencies, and identifiers to enable accurate comparison even when source systems use different conventions.
Automated Data Normalization
Standardizes data formats across different systems and counterparties, converting dates, currencies, and identifiers to enable accurate comparison even when source systems use different conventions.
Automated Data Normalization
Standardizes data formats across different systems and counterparties, converting dates, currencies, and identifiers to enable accurate comparison even when source systems use different conventions.
Bulk Break Processing
Investigates hundreds of trade breaks simultaneously, processing entire batches of unmatched trades in minutes to clear your reconciliation queue and identify systemic issues across counterparties.
Bulk Break Processing
Investigates hundreds of trade breaks simultaneously, processing entire batches of unmatched trades in minutes to clear your reconciliation queue and identify systemic issues across counterparties.
Bulk Break Processing
Investigates hundreds of trade breaks simultaneously, processing entire batches of unmatched trades in minutes to clear your reconciliation queue and identify systemic issues across counterparties.
Bulk Break Processing
Investigates hundreds of trade breaks simultaneously, processing entire batches of unmatched trades in minutes to clear your reconciliation queue and identify systemic issues across counterparties.
Root Cause Identification
Categorizes breaks by type and identifies patterns across multiple trades, helping operations teams distinguish between one-off errors and systemic booking or transmission issues that require process fixes.
Root Cause Identification
Categorizes breaks by type and identifies patterns across multiple trades, helping operations teams distinguish between one-off errors and systemic booking or transmission issues that require process fixes.
Root Cause Identification
Categorizes breaks by type and identifies patterns across multiple trades, helping operations teams distinguish between one-off errors and systemic booking or transmission issues that require process fixes.
Root Cause Identification
Categorizes breaks by type and identifies patterns across multiple trades, helping operations teams distinguish between one-off errors and systemic booking or transmission issues that require process fixes.
Complete Audit Trail
Links every identified discrepancy to its exact location in both the internal booking record and the counterparty confirmation PDF, providing a defensible audit trail for regulatory reporting and internal controls.
Complete Audit Trail
Links every identified discrepancy to its exact location in both the internal booking record and the counterparty confirmation PDF, providing a defensible audit trail for regulatory reporting and internal controls.
Complete Audit Trail
Links every identified discrepancy to its exact location in both the internal booking record and the counterparty confirmation PDF, providing a defensible audit trail for regulatory reporting and internal controls.
Complete Audit Trail
Links every identified discrepancy to its exact location in both the internal booking record and the counterparty confirmation PDF, providing a defensible audit trail for regulatory reporting and internal controls.
Compares any confirmation format
Against internal booking records to find discrepancies.
Get started
Get started


Import your files
Salesforce
,
Microsoft Excel
,
Microsoft Sharepoint Online
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 your trade management system.
Connect AI to your trade management system.
Clear your break queue in minutes, not days.
Clear your break queue in minutes, not days.
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.
Trade confirmations arrive in countless formats from different counterparties and systems. This agent handles SWIFT messages, broker-specific templates, scanned faxes, and proprietary PDF layouts, extracting trade details regardless of document structure or quality.
Input types
50+ languages
Low-Quality Scans
200 pages
Multi-modal
Document types
PDFs
SWIFT Messages
Complex Tables
Faxes
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
Trade confirmations arrive in countless formats from different counterparties and systems. This agent handles SWIFT messages, broker-specific templates, scanned faxes, and proprietary PDF layouts, extracting trade details regardless of document structure or quality.
Input types
50+ languages
Low-Quality Scans
200 pages
Multi-modal
Document types
PDFs
SWIFT Messages
Complex Tables
Faxes
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
Trade confirmations arrive in countless formats from different counterparties and systems. This agent handles SWIFT messages, broker-specific templates, scanned faxes, and proprietary PDF layouts, extracting trade details regardless of document structure or quality.
Input types
50+ languages
Low-Quality Scans
200 pages
Multi-modal
Document types
PDFs
SWIFT Messages
Complex Tables
Faxes
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate
through GenAI reasoning.
Trade breaks require precise field-level comparison. The agent uses multi-step validation to ensure trade dates, quantities, prices, and identifiers are extracted with exceptional accuracy, eliminating false positives that waste operations time.
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.
Trade breaks require precise field-level comparison. The agent uses multi-step validation to ensure trade dates, quantities, prices, and identifiers are extracted with exceptional accuracy, eliminating false positives that waste operations time.
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.
Trade breaks require precise field-level comparison. The agent uses multi-step validation to ensure trade dates, quantities, prices, and identifiers are extracted with exceptional accuracy, eliminating false positives that waste operations time.
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 identified discrepancy is visually linked to its exact location in both the internal booking record and the counterparty confirmation. This provides a complete audit trail for regulatory reporting and internal controls, with zero ambiguity about the source of each mismatch.

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 identified discrepancy is visually linked to its exact location in both the internal booking record and the counterparty confirmation. This provides a complete audit trail for regulatory reporting and internal controls, with zero ambiguity about the source of each mismatch.

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 identified discrepancy is visually linked to its exact location in both the internal booking record and the counterparty confirmation. This provides a complete audit trail for regulatory reporting and internal controls, with zero ambiguity about the source of each mismatch.

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.
Trade confirmations contain sensitive market data and counterparty information. V7 Go processes these documents within your secure environment, ensuring confidentiality and compliance with financial services data protection requirements. Your trade data is never used for external purposes.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Trade confirmations contain sensitive market data and counterparty information. V7 Go processes these documents within your secure environment, ensuring confidentiality and compliance with financial services data protection requirements. Your trade data is never used for external purposes.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Trade confirmations contain sensitive market data and counterparty information. V7 Go processes these documents within your secure environment, ensuring confidentiality and compliance with financial services data protection requirements. Your trade data is never used 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 agent for Trade Break Investigators
How does the agent handle different confirmation formats?
The agent uses advanced document understanding to extract trade details from any confirmation format, whether it's a SWIFT MT message, a broker-specific template, or a proprietary PDF layout. It adapts to each counterparty's format without requiring manual configuration.
+
How does the agent handle different confirmation formats?
The agent uses advanced document understanding to extract trade details from any confirmation format, whether it's a SWIFT MT message, a broker-specific template, or a proprietary PDF layout. It adapts to each counterparty's format without requiring manual configuration.
+
How does the agent handle different confirmation formats?
The agent uses advanced document understanding to extract trade details from any confirmation format, whether it's a SWIFT MT message, a broker-specific template, or a proprietary PDF layout. It adapts to each counterparty's format without requiring manual configuration.
+
Can it integrate with our existing trade management system?
Yes. The agent can pull internal booking data directly from your trade management system via API or database connection, or it can process exported files. The comparison results can be written back to your system or delivered as structured data for manual review.
+
Can it integrate with our existing trade management system?
Yes. The agent can pull internal booking data directly from your trade management system via API or database connection, or it can process exported files. The comparison results can be written back to your system or delivered as structured data for manual review.
+
Can it integrate with our existing trade management system?
Yes. The agent can pull internal booking data directly from your trade management system via API or database connection, or it can process exported files. The comparison results can be written back to your system or delivered as structured data for manual review.
+
What types of discrepancies can it detect?
The agent identifies mismatches across all critical trade fields including trade date, settlement date, quantity, price, counterparty identifiers, security identifiers, trade type, and special instructions. You can configure which fields are mandatory for matching based on your firm's policies.
+
What types of discrepancies can it detect?
The agent identifies mismatches across all critical trade fields including trade date, settlement date, quantity, price, counterparty identifiers, security identifiers, trade type, and special instructions. You can configure which fields are mandatory for matching based on your firm's policies.
+
What types of discrepancies can it detect?
The agent identifies mismatches across all critical trade fields including trade date, settlement date, quantity, price, counterparty identifiers, security identifiers, trade type, and special instructions. You can configure which fields are mandatory for matching based on your firm's policies.
+
How accurate is the field extraction from confirmations?
The agent achieves high extraction accuracy by using multi-step validation workflows. Every extracted field is visually linked to its source location in the confirmation PDF, allowing your team to quickly verify any uncertain extractions before acting on the break.
+
How accurate is the field extraction from confirmations?
The agent achieves high extraction accuracy by using multi-step validation workflows. Every extracted field is visually linked to its source location in the confirmation PDF, allowing your team to quickly verify any uncertain extractions before acting on the break.
+
How accurate is the field extraction from confirmations?
The agent achieves high extraction accuracy by using multi-step validation workflows. Every extracted field is visually linked to its source location in the confirmation PDF, allowing your team to quickly verify any uncertain extractions before acting on the break.
+
Can it handle amendments and cancellations?
Yes. The agent recognizes amendment and cancellation confirmations, compares them against the original trade booking, and identifies whether the internal system has been updated to reflect the change, helping you catch missed amendments that create breaks.
+
Can it handle amendments and cancellations?
Yes. The agent recognizes amendment and cancellation confirmations, compares them against the original trade booking, and identifies whether the internal system has been updated to reflect the change, helping you catch missed amendments that create breaks.
+
Can it handle amendments and cancellations?
Yes. The agent recognizes amendment and cancellation confirmations, compares them against the original trade booking, and identifies whether the internal system has been updated to reflect the change, helping you catch missed amendments that create breaks.
+
What is the output format?
The agent delivers a structured break report in your preferred format, typically Excel or JSON, containing the trade reference, the specific fields that don't match, the values from each source, and visual citations linking to the exact locations in both documents.
+
What is the output format?
The agent delivers a structured break report in your preferred format, typically Excel or JSON, containing the trade reference, the specific fields that don't match, the values from each source, and visual citations linking to the exact locations in both documents.
+
What is the output format?
The agent delivers a structured break report in your preferred format, typically Excel or JSON, containing the trade reference, the specific fields that don't match, the values from each source, and visual citations linking to the exact locations in both documents.
+
Next steps
Next steps
Still comparing confirmations to bookings by hand?
Send us a batch of trade breaks and internal records. We'll show you how our agent identifies every mismatch in seconds.
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:
