AI is transforming intellectual property

“Where most patents could previously be safely disregarded, formerly forgotten patents now matter.”

“The vast majority of patents do not matter. They are almost never enforced or licensed and, in consequence, are almost always ignored. This is a well-accepted feature of the patent system and has a tremendous impact on patent policy. In particular, while there are many aspects of patent law that are potentially troubling—including grants of unmerited patents, high transaction costs in obtaining necessary patent licenses, and patents’ potential to block innovation and hinder economic growth—these problems may be insignificant in practice because patents are under-enforced and routinely infringed without consequence.

… the technological developments are greatly increasing the salience of patents by making patents easier and cheaper to find and enforce. These developments—including private platforms’ adjudication systems and AI-driven patent analytics—profoundly impact how the patent system functions and upend the system’s present dependence on under-enforcement and ignorance.”

Patent’s New Salience (by Janet Freilich)

Market Size

Volume Challenge

The U.S. patent litigation market alone represents over $25 billion annually. When you include prosecution, licensing, M&A diligence, and defensive aggregation, the total addressable market for patent analytics tools is enormous and largely underserved by precision AI tooling.

Volume Challenge

Over 800,000 U.S. patent applications are filed per year. Each one potentially involves patentability searches, continuation planning, and freedom-to-operate analysis. The volume is simply too high for manual examiner-scale review.

Hallucination Problem

Conventional AI tools — including leading large language models — are notorious for generating "hallucinated" patent references: citations to patents that don't exist, orclaim mappings that don't reflect actual disclosure content. IPVectors eliminates this by running similarity scoring BEFORE any generative output. The BERT-first architecture ensures every result is grounded in authenticated source material. We

Speed Advantage

Hallucination Problem

What takes an experienced analyst days or weeks — reviewing thousands of CPC-adjacent disclosures against a claim set — IPVectors processes at scale, surfacing the highest-probability overlaps in a fraction of the time.

See What Our Clients are Saying

Engineering - Technical Design and Electronics

"With years of experience in the Smart Antenna industry and my involvement in securing over 20 patents, I know firsthand how time-consuming and complex it can be to manually search through patent databases. It’s all too easy to overlook important patents due to minor variations in language or technical descriptions. However, with IPVectors' IP Analysis Report, the level of accuracy I observed was impressive. The AI-driven algorithms identified patents that were not only highly relevant but also very close to the original claims I was investigating. This precision helped me quickly pinpoint patents that may infringe on my work." Jim Brennan, Distinguished Engineer and holder of 20+ patents.

Pharma, Bio-chem and Medical Devices - Avalyra Photonics, Inc.

'Avalyra's core technology spans a multiple of vertical: dialysis, battlefield trauma, and maternal health. Off-the-shelf tools typically lump these under broad A61B headings. In contrast, IPVector's ... surfaces the subclasses relevant to optical hematologic monitoring. The result was a dataset delivered in a fraction of the time, with unprecedented convergence and prioritization around truly material references - fundamentally reshaping our competitive landscape strategy. IPVector enabled us to identify and categorize emerging entrants early, prompting not only reorientation of our forward-looking IP strategy, but also development of risk mitigation and competitor blocking risk assessments and landscape visualizations across multiple market segments. ....Please consider this a full throated endoresement of IPVectors.com." Laura Orthwein, Founder/CEO

AI is transforming intellectual property

“Where most patents could previously be safely disregarded, formerly forgotten patents now matter.”

Market Size

Volume Challenge

Volume Challenge

Volume Challenge

Volume Challenge

Volume Challenge

Hallucination Problem

Hallucination Problem

Hallucination Problem

Speed Advantage

Hallucination Problem

Hallucination Problem

What Makes Us Different?

Practice Segments Supported

See What Our Clients are Saying

Engineering - Technical Design and Electronics

Pharma, Bio-chem and Medical Devices - Avalyra Photonics, Inc.

AI is transforming intellectual property

“Where most patents could previously be safely disregarded, formerly forgotten patents now matter.”

Market Size

Volume Challenge

Volume Challenge

Volume Challenge

Volume Challenge

Volume Challenge

Hallucination Problem

Hallucination Problem

Hallucination Problem

Speed Advantage

Hallucination Problem

Hallucination Problem

What Makes Us Different?

Practice Segments Supported

See What Our Clients are Saying

Engineering - Technical Design and Electronics

Pharma, Bio-chem and Medical Devices - Avalyra Photonics, Inc.

This website uses cookies.