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Knowledge base Updated: February 5, 2026

AI in Intellectual Property Protection: LDS Case Study

LDS Łazewski Depo & Partners partnered with nFlo to create PatentPro AI – a system powered by IBM watsonx.ai that automates patent searches and dramatically reduces lawyers' workload.

The IP Industry Challenge

Law firms specializing in intellectual property protection have long faced similar challenges: time-consuming patent database searches, the risk of overlooking critical publications, and pressure to optimize costs. LDS Łazewski Depo & Partners, a Warsaw-based firm with over 25 years of experience in the industry, decided to tackle these problems by embracing modern AI technologies.

Founded in 1995, the firm employs over 40 professionals, including lawyers, patent attorneys, and trademark specialists. The scale of operations and growing client demands meant that traditional working methods were becoming increasingly inefficient.

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Key Challenges

Before implementing the AI solution, LDS faced a range of operational issues:

  • Time-consuming patent searches – manual database searches consumed vast amounts of time from highly qualified specialists
  • Risk of missing critical publications – with the growing number of patent applications worldwide, human errors could lead to serious liability
  • Labor-intensive application preparation – documentation processes were prone to human error
  • Cost pressure – economic uncertainty required operational cost optimization while maintaining service quality

PatentPro AI – A Next-Generation Tool

In collaboration with nFlo, a certified IBM Silver Partner, the firm created PatentPro AI – a system powered by the IBM watsonx.ai platform. The solution allows lawyers and patent attorneys to describe inventions in natural language, then automatically searches patent databases, delivering results with confidence scores.

Key System Features

  • Intuitive interface – describe inventions in natural language without knowing complex query languages
  • Automated searching – integration with global patent databases via API
  • Risk assessment – algorithms indicating confidence levels and potential patent conflicts
  • Data security – advanced systems protecting sensitive client information

Technologies Used in the Project

The foundation of the solution is IBM watsonx.ai – a development studio enabling the creation of advanced AI applications. The platform provides:

  • Access to the latest language models
  • Tools for fine-tuning and customizing models
  • Built-in AI governance mechanisms
  • Enterprise-level scalability and reliability

Measurable Benefits

The PatentPro AI implementation delivered tangible results for LDS:

Operational Efficiency

Dramatic reduction in time required for patent searches allowed lawyers to focus on tasks requiring human expertise and creativity.

Service Quality

Reduced risk of missing significant patent publications increased confidence in results and legal security for clients.

Business Scaling

The ability to handle more projects without proportionally increasing staff opened new business perspectives.

Strategic Value

Freeing lawyers from routine tasks for conceptual work and strategic client advisory.

Future Development

LDS plans to expand PatentPro AI functionality with modules supporting patent document drafting. Pilot tests of editorial features aim to further automate the process from invention concept to patent application filing.

Summary

The LDS Łazewski Depo & Partners case study demonstrates that artificial intelligence can effectively support even the most specialized industries, such as intellectual property protection. The key to success is collaboration with an experienced technology partner and choosing proven enterprise-grade AI platforms.


Want to learn more about IBM watsonx.ai capabilities for your organization? Contact nFlo – we’ll help you identify areas where AI can deliver the greatest value.

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