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Case study · Title & escrow

Title Commitment Generation

How XtractSol automated title commitment drafting with a hybrid AI and template-based workflow to improve speed and consistency.

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This case study highlights how XtractSol streamlined title commitment preparation through a hybrid generation workflow that balances flexibility and control.

Overview

Preparing title commitment documents requires combining multiple sections and variable data from title search workflows into a structured final output. XtractSol implemented an automation-first approach that supports both dynamic generation and controlled template population to improve drafting speed and consistency.

Faster commitment drafting
through AI-assisted section generation

Improved consistency
with template-based mapping for standard sections

Lower manual assembly effort
across dynamic and fixed document components

Challenge

Manual generation of title commitments is complex and time-consuming because teams must assemble fixed legal sections and variable record data without introducing formatting or insertion errors. A scalable solution needed to handle both flexible content generation and strict template structure requirements within one workflow.

Solution

XtractSol implemented a two-path document generation approach. One path uses OpenAI to generate commitment content dynamically from title search data with section-level guidance and expected formatting, supporting variable scenarios without requiring manual composition for each case.

The second path uses static templates where user-provided values are mapped into predefined sections, including Notice, Commitment to Issue Policy, and schedules. Together, these paths provide a practical balance between controlled document structure and adaptive content generation while keeping communication focused on high-level workflow outcomes.

Mortgage and Assignment Tracking
Mortgage and Assignment Tracking

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