Our algorithms

At LIPSTIP, our algorithms are at the heart of everything we do. They are not just technical components—they are purpose-built engines designed to support IP professionals in their most demanding tasks. In a world where data is abundant but fragmented, our algorithms bring order, clarity, and acceleration to the practice of intellectual property.

Designed for IP Precision

Every algorithm we develop starts with a deep understanding of the challenges faced by IP practitioners. We know that in this field, details matter. A missed precedent, a buried piece of prior art, or a subtle difference in wording can be the difference between success and failure. That’s why our algorithms are not off-the-shelf—they’re built specifically to serve the precision and rigor of IP work.

We focus on making the invisible visible: gathering and harmonizing official and public data sources that are often scattered and difficult to access. Whether it’s national patent offices, trademark databases, or court decisions, we ensure that our algorithms can process and present this information in a way that’s actionable and meaningful for IP professionals. By doing so, we remove the friction from data discovery, transforming tedious searches into clear, insightful answers.

Accelerating Processes, Empowering Experts

Our algorithms do more than just find data—they create real leverage for IP professionals. We build intelligent “pipes” that accelerate some of the most critical aspects of their work: opposition procedures, patent drafting, trademark clearance, and even the search for relevant case law. These algorithmic workflows are designed to integrate seamlessly into existing processes, making them faster, more reliable, and more transparent.

For example, our tools can rapidly identify potential conflicts or relevant legal precedents, enabling experts to focus on higher-value tasks like strategy and client consultation. In the context of patent drafting, our algorithms help structure and refine documents, ensuring that the final product meets the highest standards of clarity and compliance.

But even as we automate and accelerate, we never forget that the expert remains at the center. Our algorithms are built to assist, not to dictate—to give practitioners the insights and the confidence they need to make the best possible decisions for their clients. We see them as partners: working quietly in the background to provide the right information at the right moment.

Turning Data into Strategic Power

Ultimately, our approach to algorithms is about more than speed or convenience. It’s about transforming data into strategic power—enabling IP professionals to see the full picture, act with confidence, and deliver results that make a difference. By unifying fragmented data sources and building intelligent workflows around them, our algorithms open up new horizons for IP protection.

At LIPSTIP, we’re committed to developing algorithms that are as dynamic and reliable as the industries they serve. Because in a world where innovation never stops, the tools that protect it shouldn’t either.

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