Patent US10430725B2
PTAB challenges
AIA trial proceedings at the USPTO Patent Trial and Appeal Board — IPR, PGR, and CBM. Petitioners, judge panels, claim-level invalidation outcomes from Final Written Decisions, and Federal Circuit appeals. The single most important defensive datapoint after litigation history.
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Proceedings on file (0)
All PTAB activity →AIA trial proceedings (IPR / PGR / CBM) filed at the USPTO Patent Trial and Appeal Board against this patent. Sourced from the USPTO Open Data Portal and refreshed every six hours; each proceeding number deep-links to the PTAB E2E docket.
No PTAB proceedings on file. This patent has not been challenged via IPR, PGR, or CBM. The absence is itself a signal — well-asserted patents eventually attract IPRs. The LLM analysis below may surface filings the ODP feed hasn’t indexed yet.
PTAB challenges
AIA trial proceedings at the USPTO Patent Trial and Appeal Board — IPR, PGR, and CBM. Petitioners, judge panels, claim-level invalidation outcomes from Final Written Decisions, and Federal Circuit appeals. The single most important defensive datapoint after litigation history.
Proceedings overview
A comprehensive search for AIA trial proceedings concerning US Patent US10430725B2 indicates that no PTAB proceedings are currently on file or have been concluded for this patent. Therefore, there are no active, invalidated, sustained, settled, or institution-denied proceedings to report. This means that all claims of the patent remain untested by AIA trial proceedings before the PTAB.
Strategic summary
As of May 29, 2026, all claims of US Patent US10430725B2 are untested by Inter Partes Review (IPR), Post-Grant Review (PGR), or Covered Business Method (CBM) patent review proceedings. The patent has not been subjected to any challenges before the Patent Trial and Appeal Board (PTAB). Consequently, there is no estoppel landscape established by prior PTAB decisions, and all potential prior-art grounds remain available for a defendant to assert. There are no pattern signals of recurring petitioners or aggressive appellate behavior by the patent owner at the PTAB.
Recommended next steps
Given the complete absence of PTAB activity for US10430725B2, the recommended next steps for a defendant facing assertion of this patent are:
- Conduct a robust prior art search: Since no prior art has been tested against the claims in an AIA trial, a thorough search is crucial to identify potential invalidity grounds under 35 U.S.C. §§ 102 and 103.
- Evaluate IPR/PGR feasibility: Assess whether the identified prior art (from the comprehensive search) provides strong enough grounds to challenge independent claim 1 (and its dependent claims) via an IPR or PGR petition. The absence of prior PTAB challenges means a petitioner would be breaking new ground.
- Consider a declaratory judgment action: If facing an assertion, and a strong invalidity case exists, a declaratory judgment action might be considered, potentially in parallel with or instead of an AIA trial petition, depending on strategic goals.
The lack of PTAB challenges is noteworthy for a patent issued in 2019, especially one in a data analytics and machine learning field, which often sees significant litigation and PTAB activity. This absence could suggest a few possibilities, such as the patent not having been widely asserted, or prior art challenges proving difficult to structure. However, it equally means that the patent's claims are entirely open to challenge on all grounds.
Generated 5/29/2026, 9:05:18 PM