How can SaaS and AI companies effectively protect their intellectual property through patents, trade secrets, and IP assignment agreements in 2025-2026?

Question

Rohan Kapadia · Accepted Answer

The short answer
SaaS and AI companies should adopt a layered intellectual property strategy that leverages patents for core innovations, trade secrets for sensitive know-how, and clear IP assignment agreements to establish ownership rights. Implementing this hybrid approach early, with particular attention to detailed agreements and specific trade secret protections, is essential to effectively safeguard their IP assets in 2025-2026.
Why this question comes up
This question arises as AI and SaaS companies seek to protect rapidly evolving technologies amid increasing patent activity and legal scrutiny. As the number of AI patents continues to grow significantly, companies need effective strategies to secure their innovations, prevent disputes, and maintain competitive advantage in a complex legal landscape.
What the data shows
In 2025, the total number of AI patents granted worldwide reached 107,279, representing an 83% increase over the previous three years. This rapid growth underscores the intensifying focus on AI innovation and the importance of securing patent rights. Notably, generative AI patents accounted for 16% of the global AI patent pool, indicating substantial investment in this area. Additionally, agentic AI patents made up 15% of all AI patents, more than doubling from 7% in earlier analyses, reflecting increased innovation in autonomous AI systems.
SoftBank emerged as the leading holder of generative AI patents in 2025, with nearly 3,000 patent families published, demonstrating the strategic importance of patent portfolios in this sector. Alongside these developments, courts have shown heightened scrutiny of broad trade secret claims in AI, emphasizing the need for specificity and clear delineation of protected information. This legal trend highlights the importance of precise trade secret policies and documentation to defend proprietary know-how effectively.
When this answer changes
The recommended IP protection approach may vary based on a company's size, stage of development, and geographic location. For example, early-stage startups might prioritize trade secrets and clear IP assignment agreements to establish ownership quickly, whereas larger or more established firms may focus more on patent portfolios. Additionally, legal frameworks and enforcement practices differ across jurisdictions, which can influence the optimal strategy.
Common mistakes
A frequent misconception is that IP assignment agreements are only necessary after hiring employees or securing investment; in reality, these agreements should be established early in the company’s lifecycle. Failing to do so can lead to disputes over ownership rights and complicate IP management down the line. Companies often underestimate the importance of detailed, clear agreements that specify ownership, rights, and usage, especially in fast-moving AI environments.
Practical next step
This week, review and update your company's IP assignment agreements to ensure they clearly define ownership and rights over all current and future innovations. Engage legal counsel to draft or revise these agreements, emphasizing early implementation to prevent disputes and establish a solid foundation for protecting your AI and SaaS assets.