Case Study
Case Study

“Document drafting time reduced by 90%” - The practical impact of Inline AI experienced by a labor attorney

Yi Sang-yeon

Yi Sang-yeon

Jul 16, 2025

Labor Attorney AI Labor Corporation
Labor Attorney AI Labor Corporation
Labor Attorney AI Labor Corporation


Labor Attorneys Battle with Documents Daily


Unfair Dismissal Relief Applications, Petitions, Industrial Accident Reports…

If you are a labor attorney, you're likely buried under a heap of such documents.


Keeping up with labor law amendments and changes in case law, while drafting appropriate documents for each enterprise or institution on a daily basis, is no easy feat.

For a labor attorney to excel, accuracy is fundamental, but efficiency must also be considered.

Insufficient document accuracy can lead to significant difficulties due to errors, and lack of efficiency in document production can hinder revenue growth.


Many labor firms are navigating challenging management environments, grappling with these dual difficulties.

Amidst these challenges, a labor firm based in Anyang has adopted the document automation AI 'Inline AI' to simultaneously enhance productivity and maintain professionalism.

Notably, the principal attorney at this firm has become a prominent example of leveraging AI to exponentially boost productivity while capitalizing on the professional expertise accumulated over time.

Let's hear about this compelling experience through an interview.



Interviewee Introduction

✓ Attorney Kyung-sik Kim

✓ Organization size: 4 attorneys, 4 staffs

✓ Main tasks: Corporate consulting, handling unfair dismissal, grievances, workplace harassment cases

✓ Number of member companies: About 200


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“Labor Attorneys Wrestle with Documents All Day Long”


Q. What is the most time-consuming task in a labor attorney's work?

Attorney Kyung-sik Kim (hereafter Attorney Kim): Drafting documents takes up the most time, without a doubt. One has to think through and lay out the basic framework and outline, evaluating the facts.

A considerable amount of time is spent either transcribing or processing the materials provided to the attorney, frequently adapting them to align with the company's desired direction.


Q. What are the main difficulties when drafting labor law-related documents?

Attorney Kim: The hardest part is understanding the facts and applying them to the relevant law or precedents.


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“Inline AI is Not Just a Summary Tool, But a Practical Partner”


Q. What was the specific reason or background for deciding to introduce Inline AI?

Attorney Kim: I found it impressive that Inline AI is more focused on document editing than on information search.

Given my constant consideration of workflow efficiency, its particular strength in document drafting appealed to me.


📝 Recommended Reading: Interview with a Practicing Lawyer: “From Content Certification to Complaints, Auto-Completion is Here”


Q. What effects did you expect before the introduction of Inline AI?

Attorney Kim: Initially, I did not expect perfection since it was challenging to guarantee AI's capability and effectiveness in document drafting.

I anticipated that just helping with drafting and providing an overview would significantly enhance efficiency, aiming to use it as a tool for quickly grasping situations rather than achieving perfection.


“90% Reduction in Unfair Dismissal Relief Application Writing Time, Processing Number Doubled”


Q. By how much has document writing time been reduced?

Attorney Kim: The writing time for Unfair Dismissal Relief Applications has been slashed by up to 90%. Overall, we've achieved an average 60-70% reduction, enabling us to handle about twice as many cases concurrently.

Now, even with increased workloads, meeting deadlines is no longer a concern.


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Q. You mentioned a 90% reduction in writing time for Unfair Dismissal Relief Applications. Can you explain what specific tasks saw time savings using Before/After examples?

Attorney Kim: For instance, when drafting Unfair Dismissal Relief Applications, you need to interview staff and consolidate multiple interviews, judging their authenticity.

Analyzing responses from nearly 20 people isn't easy, but asking Inline AI to “Consolidate the responses from 20 individuals for question A” allows for efficient handling.

Additionally, since we have multiple member companies, there were frequent simultaneous inquiries, and meeting deadlines was challenging, but the use of Inline AI has reduced requests for deadline extensions.

Working hours haven't changed significantly, but now we can handle more tasks within the same time frame.


📍 Mid Summary: Major Effects of Applying Inline AI on Documents, as Experienced by Attorney Kim

Type of Document

Previous Drafting Method

Effect of Applying Inline AI

Unfair Dismissal Relief Applications

Manual compilation after multiple staff interviews

Automated interview compilation → 90% reduction in writing time

Labor Department Petitions

Repeated legal provisions summarization and case connection

Automated legal mapping → Reduced legal errors & improved drafting speed

Industrial Accident Investigation Reports

Complex forms, repeated inputs needed

Automatic form filling, formula support

Simplified Payment Claims

Manual calculations, procedure checks

Automated calculation logic → Error prevention & swift processing


“It's Hard to Imagine Working Without Inline AI Now”


Q. Do you plan to further expand the use of Inline AI?

Attorney Kim: Personally, I intend to expand its use. However, it hasn't been fully opened up within the organization yet, and there are changes in manpower, so we are progressing gradually.


Q. What advice would you give to labor attorneys considering the introduction of Inline AI?

Attorney Kim: Given the nature of our work, proficiency in document drafting and written skills are directly linked to individual capability; however, if one has basic document drafting skills, Inline AI can maximize writing proficiency and save time.


Q. How do you foresee the role of Inline AI changing in labor attorney work in the future?

Attorney Kim: While it's difficult to predict the future definitively, I believe there is significant potential for application in labor attorney work.


Q. How would you feel about working without Inline AI now?

Attorney Kim: It would be somewhat difficult to work without Inline AI now.

If I had to work without it, accommodating a large volume of work and processing many tasks would be challenging.



AI Partner Enhancing Both Professionalism and Productivity, Inline AI

In the realm of labor attorney work, where managing labor law amendments, case law changes, and the drafting of complex, bespoke enterprise documents occur concurrently, Inline AI has established itself beyond a mere automation tool to a practical working partner.


📈 Key Performance Summary

  • Up to 90% reduction in document writing time

  • 200% increase in parallel processing of cases

  • Significant reduction in requests for deadline extensions

  • 80% improvement in factual arrangement speed

  • Decrease in workload fatigue and improved satisfaction


💡 Unique Advantages of Inline AI

  • Automation of repetitive document tasks

  • Automated comprehensive sorting of interviews/statements

  • Automated recommendation for legal provisions and case connections

  • Auto-structured document framework suited for practical work

  • Reflection of most current labor law trends


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“Skilled Labor Attorneys Will Make the Best Use of It.”

As Attorney Kim stated, Inline AI is a tool that exponentially broadens a labor attorney’s skills and expertise.

Instead of mere typing, it provides the allowance to focus on strategic document design and legal assessment.


Do You Need a Tangible Change in Your Labor Attorney Work?

Introduce Inline AI right now.

The strategy for capturing both professionalism and productivity is here.


“Try it for free right now”

👉🏻 Inquire About Introductions to Inline AI


📝 Recommended Reading

AI Verified Directly by a Law Firm: Automated from Content Certification to Complaints

“Creating AI for Every Office Employee” - The Genuine Reason Inline AI is Serious About Innovating Document Work

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English (United States)

Elements Inc.

inline AI

117 Sillim-ro, Gwanak-gu, Seoul

(+82) 070-4138-4000

BRN: 182-88-02666

Made with ❤️ and 🔥 in Seoul

Copyright 2025 Elements Co., Ltd. All Rights Reserved.

English (United States)

Elements Inc.

inline AI

117 Sillim-ro, Gwanak-gu, Seoul

(+82) 070-4138-4000

BRN: 182-88-02666

Made with ❤️ and 🔥 in Seoul

Copyright 2025 Elements Co., Ltd. All Rights Reserved.

English (United States)

Elements Inc.

inline AI

117 Sillim-ro, Gwanak-gu, Seoul

(+82) 070-4138-4000

BRN: 182-88-02666

Made with ❤️ and 🔥 in Seoul

Copyright 2025 Elements Co., Ltd. All Rights Reserved.