98% faster break detection

AI agent for Derivatives Operations

From hours of reconciliation to seconds

Delegate trade break identification to a specialized AI agent. It compares counterparty confirmations against your internal booking system, flags discrepancies in trade economics, and provides a structured exception report, allowing your middle office team to focus on resolution rather than detection.

Ideal for

Middle Office

Operations Teams

Trade Support

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    Brotherhood Mutual logo
    Black and white abstract graphic.
    Paige logo
    Roche logo
    Logo with abstract shapes and text.
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
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See AI agent for Derivatives Operations in action

Play video

  • Mercedes-Benz logo
    SMC  logo
    Gradient rectangle
    Centerline logo
    Abstract graphic with black and white elements
    Abstract pattern with overlapping shapes.
    Alaris logo
    Progress bar with text at bottom percentage
    SITO logo
    Diagonal stripes on a rectangular background
    SVG logo for Reddit
    Grey and black abstract symbol
    Foobar logo
    ABL logo
    SVG logo for Google
    Bar chart with two bars of different heights
    Brotherhood Mutual logo
    Black and white abstract graphic.
    Paige logo
    Roche logo
    Logo with abstract shapes and text.
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Light gray waveform pattern on white background
    SVG logo with black letters
    Abstract pattern with blue and green colors

See AI agent for Derivatives Operations in action

Play video

Daily Trade Reconciliation

  • Mercedes-Benz logo
    SMC  logo
    Gradient rectangle
    Centerline logo
    Abstract graphic with black and white elements
    Abstract pattern with overlapping shapes.
    Alaris logo
    Progress bar with text at bottom percentage
    SITO logo
    Diagonal stripes on a rectangular background
    SVG logo for Reddit
    Grey and black abstract symbol
    Foobar logo
    ABL logo
    SVG logo for Google
    Bar chart with two bars of different heights
    Brotherhood Mutual logo
    Black and white abstract graphic.
    Paige logo
    Roche logo
    Logo with abstract shapes and text.
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Light gray waveform pattern on white background
    SVG logo with black letters
    Abstract pattern with blue and green colors

See AI agent for Derivatives Operations in action

Play video

Time comparison

Traditional way

3-5 hours per day

With V7 Go agents

5-10 minutes

Average time saved

98%

Why V7 Go

Automated Trade Matching

Compares counterparty confirmations against internal trade records across all critical fields including notional, strike, maturity, settlement instructions, and payment terms with field-level precision.

Automated Trade Matching

Compares counterparty confirmations against internal trade records across all critical fields including notional, strike, maturity, settlement instructions, and payment terms with field-level precision.

Multi-Format Confirmation Processing

Handles confirmations in any format, from standardized ISDA templates to proprietary counterparty formats, extracting trade economics regardless of document structure or layout variations.

Multi-Format Confirmation Processing

Handles confirmations in any format, from standardized ISDA templates to proprietary counterparty formats, extracting trade economics regardless of document structure or layout variations.

Intelligent Break Classification

Categorizes breaks by severity and type, distinguishing between critical economic mismatches that require immediate escalation and minor administrative differences that can be batched for resolution.

Intelligent Break Classification

Categorizes breaks by severity and type, distinguishing between critical economic mismatches that require immediate escalation and minor administrative differences that can be batched for resolution.

Cross-System Data Validation

Validates trade details across multiple internal systems, checking booking platforms, risk systems, and settlement instructions to ensure consistency before flagging external breaks.

Cross-System Data Validation

Validates trade details across multiple internal systems, checking booking platforms, risk systems, and settlement instructions to ensure consistency before flagging external breaks.

Bulk Reconciliation at Scale

Processes hundreds of confirmations simultaneously, completing daily reconciliation runs in minutes rather than the hours required for manual review, even during high-volume trading periods.

Bulk Reconciliation at Scale

Processes hundreds of confirmations simultaneously, completing daily reconciliation runs in minutes rather than the hours required for manual review, even during high-volume trading periods.

Auditable Exception Trail

Creates a complete audit trail for every identified break, linking each discrepancy to the specific fields in both the confirmation and booking system with visual citations for regulatory compliance.

Auditable Exception Trail

Creates a complete audit trail for every identified break, linking each discrepancy to the specific fields in both the confirmation and booking system with visual citations for regulatory compliance.

Reconciles any confirmation format

Against your internal booking system with precision.

Customer voices

Customer voices

Connect AI to your trade repository.

Turn break detection from hours of manual work into automated precision.

Turn break detection from hours of manual work into automated precision.

Finance

Legal

Insurance

Tax

Real Estate

Customer Voices

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 standardized ISDA templates to proprietary counterparty layouts. This agent handles them all, extracting trade economics from PDFs, emails, scanned documents, and structured data feeds regardless of format complexity.

Input types

50+ languages

Email Attachments

200 pages

Multi-modal

Document types

PDFs

SWIFT Messages

Complex Tables

Email Text

CSV Exports

Vendor_US.xlsx

12

Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.

Up to 200 pages.

Trade confirmations arrive in countless formats, from standardized ISDA templates to proprietary counterparty layouts. This agent handles them all, extracting trade economics from PDFs, emails, scanned documents, and structured data feeds regardless of format complexity.

Input types

50+ languages

Email Attachments

200 pages

Multi-modal

Document types

PDFs

SWIFT Messages

Complex Tables

Email Text

CSV Exports

Vendor_US.xlsx

12

Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate

through GenAI reasoning.

In derivatives operations, a single mismatched decimal can trigger settlement fails and margin disputes. The agent uses multi-step validation and financial logic to ensure field-level accuracy, catching discrepancies that matter while ignoring formatting differences.

Model providers

OpenAI, Anthropic, Gemini logos

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.

In derivatives operations, a single mismatched decimal can trigger settlement fails and margin disputes. The agent uses multi-step validation and financial logic to ensure field-level accuracy, catching discrepancies that matter while ignoring formatting differences.

Model providers

OpenAI, Anthropic, Gemini logos

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 break is visually linked to the exact fields in both the confirmation and your booking system. This creates a complete audit trail for regulatory compliance and allows your team to verify discrepancies instantly before escalation.

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 break is visually linked to the exact fields in both the confirmation and your booking system. This creates a complete audit trail for regulatory compliance and allows your team to verify discrepancies instantly before escalation.

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 highly sensitive market data and counterparty information. V7 Go processes these documents within your secure infrastructure, ensuring confidentiality and compliance with financial services data protection standards.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise grade security

for high-stake industries.

Trade confirmations contain highly sensitive market data and counterparty information. V7 Go processes these documents within your secure infrastructure, ensuring confidentiality and compliance with financial services data protection standards.

Certifications

GPDR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

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Answers

What you need to know about our

AI agent for Derivatives Operations

How does it handle non-standard confirmation formats?

The agent uses advanced document understanding to extract trade economics from any confirmation format, whether it follows ISDA standards or uses a counterparty's proprietary template. It identifies key fields based on context and financial logic, not rigid templates.

+

What types of derivatives can it reconcile?

The agent handles all major derivative classes including interest rate swaps, credit default swaps, equity derivatives, FX forwards and options, commodity swaps, and exotic structures. It adapts to the specific economics of each product type.

+

How does it integrate with our booking system?

The agent connects to your trade repository or booking platform via API or scheduled data exports. It can work with major platforms like Murex, Calypso, Summit, or custom internal systems, extracting the reference data needed for comparison.

+

Can it distinguish between material and immaterial breaks?

Yes. You configure tolerance thresholds and materiality rules based on your firm's policies. The agent applies these rules to classify breaks by severity, allowing your team to prioritize resolution of high-impact discrepancies.

+

How accurate is the field-level matching?

The agent achieves high accuracy through multi-step validation workflows and financial logic checks. Every identified break is visually linked to both source documents, allowing your team to verify the discrepancy instantly before escalation.

+

What is the output format?

The agent delivers a structured exception report in your preferred format, typically Excel or CSV, with each break categorized by type, severity, and affected fields. This can feed directly into your break management workflow or ticketing system.

+

Next steps

Still reconciling confirmations manually each morning?

Send us a sample batch of your confirmations and booking data. We'll show you how the agent identifies breaks in minutes, not hours.

Uncover hidden liabilities

in

supplier contracts.

V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:

  • Logo with abstract shapes and text.
    SITO logo
    Abstract pattern with blue and green colors
    SVG logo for Google
    Progress bar with text at bottom percentage
    Bar chart with two bars of different heights
    Gradient rectangle
    Diagonal stripes on a rectangular background
    Abstract pattern with overlapping shapes.
    SVG logo for Reddit

Uncover hidden liabilities

in

supplier contracts.

V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:

  • Logo with abstract shapes and text.
    SITO logo
    Abstract pattern with blue and green colors
    SVG logo for Google
    Progress bar with text at bottom percentage
    Bar chart with two bars of different heights
    Gradient rectangle
    Diagonal stripes on a rectangular background
    Abstract pattern with overlapping shapes.
    SVG logo for Reddit