Using AI for Strategic Patent Portfolio Build
- Aug 4
- 1 min read
The most expensive patent mistakes often do not become visible until years later.
By then, the company may be stuck with weak fallback positions, limited claim options, or an entire strategy dependent on one application and one difficult examiner. It can feel like you’re stuck in mud.
That is what happens when patent work is managed as a series of short-term filings instead of a long term strategic portfolio build.
In this Patent Frontier discussion, Dominic Vacchiano and Emanuel Vacchiano examine how early strategic planning can help companies:
Understand the prior art before it becomes a prosecution problem;
Identify the distinctions that actually matter;
Build stronger fallback positions into the original filings;
Preserve options as the technology and competitive landscape change; and
Use AI to analyze and coordinate the work without simply generating more unreviewed content.
Watch the video to identify:
The warning signs of a reactive patent portfolio; and
what can be done early, before the opportunity to fix it disappears.




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