What are the best practices for SaaS and AI companies to develop and manage patent portfolios in 2025-2026?
The short answer
For SaaS and AI companies in 2025-2026, the best practices for developing and managing patent portfolios include filing multiple patent applications annually—typically between five and thirty—allocating a dedicated budget (0.5%–2% of R&D spend) for patent prosecution and maintenance, and conducting regular freedom-to-operate (FTO) reviews before major product launches. A strategic approach that balances patent filings with other IP protections and legal considerations is essential to maintain competitiveness and protect innovations.
Why this question comes up
This question arises as SaaS and AI companies seek to safeguard their technological innovations amid increasing market competition and evolving legal landscapes. Developing a robust patent portfolio can serve as a strategic asset, deterring competitors, enabling cross-licensing negotiations, and enhancing company valuation. As technological complexity grows, companies recognize the importance of proactive IP management to sustain growth and mitigate infringement risks.
What the data shows
In 2025, Google led AI patent applications with 140 patents, significantly surpassing IBM’s 61 patents. This indicates a strategic emphasis on patent filings within the industry, highlighting the importance of consistent patent activity for maintaining a competitive edge. Mid-sized tech companies are advised to file between five and thirty new patent applications annually; this range is considered effective for deterring competitors and increasing valuation, according to industry consensus.
Furthermore, companies should allocate approximately 0.5% to 2% of their R&D budget toward patent prosecution and maintenance activities. This investment supports the ongoing development, filing, and upkeep of patent portfolios, ensuring that innovations are adequately protected over time. A well-crafted intellectual property (IP) strategy must also navigate complex legal considerations, including patent eligibility, trade secret law, copyright, and contractual protections, to optimize IP assets.
When this answer changes
The recommended practices may vary depending on a company's size, growth stage, technological complexity, and market environment. For early-stage startups, a more targeted patent strategy focusing on core innovations may suffice, whereas larger or more mature companies should pursue a broader patent portfolio. Additionally, companies operating in different jurisdictions or facing specific legal landscapes may need to adapt their IP strategies accordingly.
Common mistakes
A common misconception is that patenting is unnecessary or overly burdensome for SaaS and AI companies. In reality, strategic patent portfolios are crucial for protecting innovations, deterring competitors, and gaining leverage in licensing negotiations. Relying solely on trade secrets or copyright protections without a robust patent strategy can leave companies vulnerable to infringement or imitation, ultimately undermining their competitive advantage.
Practical next step
This week, a SaaS or AI company should initiate a review of its current IP strategy, focusing on identifying key innovations that could benefit from patent protection. Additionally, it should schedule a freedom-to-operate review before its next major product launch to mitigate infringement risks and ensure a clear path to market.