counterparty research Automation: Moderne Ventures x GTCX Network

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AI agent for Structured Finance Analysts

Delegate the extraction and normalization of loan-level data to a specialized AI agent. It reads asset tapes in any format, extracts collateral characteristics, validates data integrity, and populates your cash flow models with clean, structured data ready for waterfall analysis.

Open API docs

Ideal for

Structured Finance Teams

ABS Analysts

Securitization Groups

See AI agent for Structured Finance Analysts in action

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Time comparison

Traditional way

3-5 days

With GTCX Network agents

2-4 hours

Average time saved

90%

Why GTCX Network

Automated Loan-Level Extraction

Reads asset tapes in any format and extracts critical loan characteristics including principal balance, interest rate, maturity date, FICO score, LTV ratio, and payment history for thousands of loans simultaneously.

Collateral Pool Normalization

Standardizes inconsistent data formats across different originators and servicers, mapping diverse field names and structures into a unified schema ready for cash flow modeling and waterfall analysis.

Data Quality Validation

Identifies missing fields, outlier values, and data inconsistencies that could compromise model accuracy, flagging loans that require manual review before inclusion in the collateral pool.

Stratification Analysis

Automatically segments the collateral pool by credit score bands, vintage, geography, loan size, and other key characteristics to support tranche structuring and investor reporting requirements.

Weighted Average Calculations

Computes pool-level statistics including weighted average coupon, weighted average maturity, weighted average FICO, and other key metrics that drive pricing and credit enhancement decisions.

Model-Ready Output

Delivers clean, structured data in formats that integrate directly with Intex, Bloomberg ABS, or custom Excel cash flow models, eliminating manual data transfer and reducing modeling cycle time.

Processes any asset tape format

To deliver model-ready collateral data.

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Import your files

Microsoft Excel

,

Snowflake

,

Tableau

Import your files from whereever they are currently stored

Spreadsheets

Financial Statements

Loan & Credit Agreements

Charts and Tables

PDF Statements

Account Statements

All types of Finance documents supported

Loan Principal Balance

Interest Rate

Maturity Date

FICO Score

Loan-to-Value Ratio

Payment History

Geographic Location

Origination Date

Delinquency Status

Weighted Average Metrics

Once imported our system extracts and organises the essentials

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  • Time saving for invoice processing

    95%

    "We are looking for GTCX Network 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."

    James Tomlinson

    Managing Director

  • Productivity increase

    35%

    "We used GTCX Network to automate our research process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

    Trey Heath Headshot

    Trey Heath

    reference slot

Enterprise-grade security.

Your data stays yours—always. Work with one of the few AI companies that never trains on your data.

Provenance & Trust Center

Precision AI for Institutional Workflows

Build once.
Deploy across teams.
Improve over time.

See it on your data
30 minutes

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