""We're past adoption and into implementation," said Tomsa. For IP practitioners, that shift carries real institutional weight. Adoption was the phase of internal champions, partner-track debates, and pilot programs. Implementation is what comes next: producing evidence that AI tools are generating returns for the firm, the practice, and the clients paying for both."
"Cruz supplied the data behind the urgency. According to Clarivate research, AI adoption across IP organizations surged from 50% to 80% in 2025. But only 18% of those organizations are actually measuring ROI - while 98% report increased board-level pressure to demonstrate results."
""Many companies will be cutting AI budgets in 2026 if no ROI is identified," Cruz warned. For patent practitioners, prosecution counsel, and IP portfolio managers, the implication is operational: the era of adopting tools on faith is ending."
The shift from AI adoption to implementation is critical for IP practices. While AI adoption surged to 80% in 2025, only 18% of organizations measure ROI. Increased pressure from boards to demonstrate results is evident, with many companies likely to cut AI budgets in 2026 if they cannot articulate the value of their investments. The focus is now on producing evidence of returns for firms, practices, and clients, marking a significant change in how AI tools are evaluated in the industry.
Read at IPWatchdog.com | Patents & Intellectual Property Law
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