Novelty Search vs. Patentability Search: What R&D Teams Need to Know
A novelty search asks one question: does prior art already disclose your invention? A patentability search asks a broader one: is your invention both novel and non-obvious enough to earn a patent? Novelty is a subset of patentability. XLSCOUT’s Novelty...
What Is Patent Landscape Analysis? How AI Makes It Faster, Deeper, and Always Current
Introduction Patent Landscape Analysis: Patent landscape analysis is a structured examination of a defined patent corpus — typically all patents in a specific technology domain, geographic market, or competitive set — to map filing trends, identify technology concentrations, surface white...
What Is a Patent Invalidity Search? A Complete Guide for IP and Litigation Teams
Introduction Patent Invalidity Search: A patent invalidity search is a systematic investigation of prior art — patents, academic papers, standards documents, and technical publications — conducted to identify evidence that a granted patent’s claims are not novel or are obvious,...
US Tech IP Strategy: How Silicon Valley IP Teams Use AI to Monitor Competitor Filings and Protect Market Position
Introduction The top 20 US technology companies file between 2,000 and 5,000 patent applications per year. At that velocity, a competitor can file 200 patents in a new technology sub-domain in a single quarter — declaring an R&D pivot, staking...
US Biotech and Pharma Patent Strategy: How AI Manages Prior Art, Continuations, and Portfolio Lifecycle
Introduction In US biotech and pharma patent practice, the most important prior art reference is often not a patent at all. It is a paper in a peer-reviewed journal, a clinical trial registration, a conference abstract, or a regulatory submission....
Filing Patents at the USPTO in 2026: How AI Handles Prior Art, IPR Defence, and Alice Rejections
Introduction US patent teams in 2026 are fighting on two fronts simultaneously. In prosecution, Section 101 Alice rejections continue to be the most common final rejection for software and AI patent applications — affecting more than 40% of applications in...
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