Christopher Palermo, Partner
How an IP strategist used Clerq to accelerate patent decisions in AI/ML - by navigating evolving terminology and enhancing efficiency for legal professionals.
Mastering the Art of Swift Patent Searches
Christopher Palermo stands as an intellectual property veteran with a wealth of experience exceeding three decades, presently steering the innovation ship at Baker Botts as a strategic luminary. With a primary focus on IP development in computer technology, Palermo has played a pivotal role in consolidating patents in burgeoning fields like Artificial Intelligence (AI) and Machine Learning (ML). Yet, within the dynamic landscape of emerging technologies, Palermo confronts the swift evolution of terms of art, posing a challenge with traditional, boolean search methods.
“...the swift evolution of terms of art, pos[es] a challenge with traditional, boolean search methods.”
The Challenge of Speed with Rapid Changing Terminology
For fields like AI/ML, the rapid evolution of terms of art poses a challenge. The dynamic nature of this field often results in the inadvertent omission of critical references. Take, for instance, Natural Language Processing (NLP), may now be referenced by its “Transformer Model” subfield, such as BERT (Bidirectional Encoder Representations from Transformers).
For Christopher, who consolidates startups seeking IP protection, he is aware that founders are under time pressure as potential investors want to know swiftly if their invention is novel and worthy of patent filing. The typical 2-4 weeks for outsourcing a patent search is often too slow, highlighting the crucial need for an approach that not only keeps up with linguistic shifts but also ensures timely results to meet the stringent timelines of startups.
Efficient and Linguistically Adroit
In response to the pressing challenges of time and quality results, Christopher embraced Clerq as a tool to expedite and refine the decision-making process. By using the elevator pitch that Start-ups provided as a query, Clerq surfaced relevant results in a matter of minutes. Beyond the mere speed, Clerq found conceptually similar patents that used different terminology, aligning seamlessly with the strategic nature of startup consultations.
The integration of Clerq into Baker Botts' workflow has markedly streamlined the process, resulting in a noticeable reduction in the time spent on workflows with startups seeking patent protection. Clerq's efficacy extends beyond its swift results – its nuanced comprehension of AI/ML-specific patent terminology, complemented by features like priority date selection and search refinement, ensures a consistent delivery of precise information for Christopher's well-informed decision-making. What's more, firms like Baker Botts, benefiting from an unlimited firm-wide subscription, not only realize cost savings by eliminating outsourcing expenses but also gain the flexibility to conduct an unlimited number of searches without incurring additional charges.
“In the intricate landscape of software patents, Clerq's grasp of nuanced terminologies has proven indispensable in our decision-making process.”
Navigating the challenges of rapidly changing terminology in AI and ML, Christopher harnessed Clerq's prowess to expedite decision-making and refine patent searches with unparalleled efficiency. The integration not only saved valuable time in patent-related workflows but also contributed to substantial cost savings for Baker Botts.
For legal professionals seeking a high-performance patent search tool for navigating linguistic shifts, Clerq stands as an indispensable asset. Experience the power firsthand by embarking on a free 2-week demo today and unlock the efficiency, precision, and speed redefining patent searches.

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