More analysis versus better decisions
When portfolio-scale output creates genuine leverage—and when it simply gives both sides more material to dispute.
On 3 September, we’re joining GreyB for a candid discussion about what happens when licensors and implementers can both generate portfolio-wide patent analysis—and why producing more output does not necessarily produce better decisions.
The real question is no longer whether AI can generate an analysis. It is whether the resulting evidence can withstand expert scrutiny, influence a negotiation and remain defensible if the dispute escalates.
AI is making independent SEP analysis economically viable at a scale that was previously inaccessible to many implementers. That is an important shift—but access to more analysis is not the same as access to reliable evidence.
Our interest is in the point where automated output becomes decision-grade: traceable to the patent and standard, tested for both false positives and false negatives, and reviewed by professionals who understand how the evidence may be challenged.
When portfolio-scale output creates genuine leverage—and when it simply gives both sides more material to dispute.
Why false positives and false negatives do not carry the same cost for licensors, implementers and their advisers.
The traceability, review and professional judgment needed before an AI-assisted analysis can support a real decision.
What differentiates a licensing position once generating an initial patent analysis is no longer the difficult part.
European and German Patent Attorney · UPC Representative
AI Systems and Patent Analytics
5G and 6G Innovation Strategy
Patent Strategy and Monetization
GreyB hosts the registration.
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