Patent Prosecution in the AI-Native Future: How IP Counselors Can Succeed

“‘AI will empower.’ ‘AI will cannibalize.’ Both predictions ultimately may prove true—not categorically or absolutely—but largely as a function of the action or inaction of practitioners and client consumers.”

“Creativity and critical thinking skills will always be in demand.” ~ Gary Marcus

patent prosecutionAs discussed in my prior article, the growing adoption and sophistication of assistive AI tools for patent prosecution are paving the way for material business and career impacts, such as decreased prosecution revenue and reduced staffing over the long term. Despite these potential risks, practitioners and enterprises may experience widely differing outcomes due to their client mix, expertise, and capacity to navigate shifting winds to advantage.

At this high-stakes crossroads, patent practitioners need to think and act as broad-minded, AI-agile IP counselors, not patent prosecutors who single-mindedly focus on tactical work. By recognizing AI’s potential to drive innovation and by embodying key traits, they’ll be well-positioned to thrive in the approaching AI-native future.

Democratizing the Innovation Future

While incumbent innovators may leverage AI tools principally to achieve efficiencies and ultimately lower patent prosecution costs, other innovators may leverage them to open new avenues for gaining competitive advantage.

Indeed, AI tools may empower an entirely new class of innovator that up until now has largely been priced out of the patent market. Historically, the monetary and temporal costs of running a robust invention disclosure program and preparing and filing patent applications have been prohibitive for some smaller entities, forcing them to significantly curtail such efforts or forgo patent protection altogether.

By substantially reducing costs to identify and establish patent rights, AI tools may trigger an innovation renaissance that could be as consequential to this generation as the Industrial Revolution was to those living in the 18th and 19th centuries.

What this means for the future of patent practice seems clear: practitioners need to recognize that the business of innovation will change. And those that position themselves strategically will reap the rewards.

Traits of an AI-Agile IP Counselor

Before the recent emergence of AI patent tools, successful IP counselors exhibited seven traits, namely (1) relentless advocacy, (2) the embrace of new skills, (3) seeing value as clients see, (4) the pursuit of meaningful client dialogue, (5) awareness of the evolving business and legal landscape, (6) broad and pragmatic thinking, and (7) innovation.

To surmount AI’s challenges and unleash its potential now and in the approaching AI-native future, an IP counselor should embody these additional traits:

  1. An IP counselor is skilled in individual and integrated use of AI tools.

Workforce upskilling in AI usage is much more than a buzzword. It’s table stakes for any practitioner who expects both to weather the practice demands wrought by AI and seize its opportunities.

An IP counselor is adept at AI prompting, identifies relevant, value-adding tools, and becomes conversant in their use. Moreover, when appropriate, he or she deploys multiple tools as part of tasks or workflows. The capacity to lean on an array of tools is especially vital in these relatively early days of AI, where functionality often resides in disparate AI tools that have yet to be combined or communicate through APIs or other connective means.

  1. An IP counselor hones multiple areas of substantive expertise.

With AI-induced time compression besetting various corners of the patent prosecution world, practitioners can preserve or increase their value through acquisition of new areas of expertise.

In the medical profession, holistic practitioners employ a whole-body approach to treat a patient. Inspired in part by this ethos, an IP counselor possesses expertise, scope, reach, and creativity outside the patent prosecution realm as it’s traditionally defined. As such, an IP counselor offers clients increased value and versatility, while helping to ensure career staying power in the IP counselor’s own organization and beyond.

  1. An IP counselor thinks and acts like a COO and CFO.

AI is a moving target that, paradoxically, can both empower and cannibalize. As noted above, such cannibalization is most likely to manifest on the business and career sides of patent prosecution practice. Therefore, an IP counselor can’t afford to exercise near-laser focus on doing client work, delegating operational and financial performance concerns and strategies to others in the organization. He or she actively engages and influences in these areas, sometimes playing the role of assertive change agent.

Like a chief operating officer, an IP counselor drives operational excellence. In an increasingly AI-based practice, this involves helping to architect and implement systems and processes that use AI to maximum advantage, while ensuring execution discipline that yields optimal client and business outcomes on a sustained, collaborative basis. It also involves anticipating change and developing primary and back-up strategies to succeed amidst uncertainty.

Like a chief financial officer, an IP counselor helps to maximize value creation and contend with risk. As AI continues to upend the status quo of patent prosecution, practitioners cannot afford to keep their heads down, trusting in AI tools proficiency and client complacency as sure-fire tickets to continued organizational and personal prosperity. They must become more entrepreneurial. Armed with a complete, realistic understanding of likely practice vulnerabilities and an appreciation of AI’s democratization potential discussed above, an IP counselor devises modified, alternative, hybrid, or novel economic models of doing business to capitalize upon AI’s empowerment and mitigate its cannibalization aspects.

  1. An IP counselor nurtures close ecosystem relationships.

For an IP counselor, client centricity always has been a crucial aspiration. Within the context of AI, similar centricity should encompass not only clients, but a multitude of stakeholders and participants in the IP counselor’s practice ecosystem.

An IP counselor seeks to build close, transparent, and collaborative relationships with, as applicable, internal colleagues, clients, outside counsel, service providers, and experts across the industry. Such an approach not only demonstrates the IP counselor’s commitment to excellence and innovation but also fosters a fertile environment for the sharing of AI-relevant challenges, knowledge, and best practices, the voicing of concerns, problem solving and brainstorming.

Choose Wisely at the AI Crossroads

Undisputedly, AI is bringing unprecedented change to patent prosecution. Less clear are its longer-term economic impacts, such as related to innovators’ patenting levels, organizational profitability and workforce demand, and individuals’ employability and compensation potential.

“AI will empower.”

“AI will cannibalize.”

Both predictions ultimately may prove true—not categorically or absolutely—but largely as a function of the action or inaction of practitioners and client consumers. By embodying the above additional traits, AI-agile IP counselors position themselves to gain maximum benefits from AI while mitigating foreseeable risks. And by engaging and retaining AI-agile IP counselors, clients can tap into potent synergies that lead to greater enterprise success.

Image Source: Deposit PHotos
Author: tashatuvango
Image ID: 73496669 

 

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  • [Avatar for Anon]
    Anon
    March 19, 2026 12:45 pm

    Quoting Gary Marcus is an interesting choice.

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