IP Innovation Trends

The intellectual property world is evolving — fast. Our IP innovation section highlights the trends, tools, and breakthroughs transforming how IP is created, managed, and enforced. From AI-driven analytics to blockchain-based registries, innovation is reshaping the foundations of intellectual property. At lipstip, we believe IP innovation is not just about technology, but also about culture, policy, and collaboration. This section explores how forward-thinking solutions are making IP more transparent, efficient, and impactful. Whether you’re a practitioner looking for smarter tools or a startup exploring new protection models, our IP innovation coverage gives you a front-row seat to the future of intellectual property.

INPI oppositions and sign comparison: what really tips a decision

We analysed more than 40,000 sign comparisons drawn from opposition decisions published by the INPI, the French Trademark Office, isolating for each the degree of similarity retained on every level and the conclusion reached on the signs at issue. Three findings…

Similarity of Goods and Services: what INPI decisions reveal

We analysed every comparison of goods and services carried out by the INPI in its opposition decisions, pair by pair. A meticulous, granular effort that also enables our AIs to operate with precision. Here is what the data shows – and what it changes for your…

Trademark Invalidation at INPI: 3 Key Insights from 700 Decisions

Trademark invalidation at INPI is more complex than a straightforward clash between two signs. Using our data extraction system, lipstip analysed over 700 decisions issued by the INPI. Three structural findings emerge. Background. A trademark invalidation action…

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