Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19382207 | System and Method for Persistent Cognitive Machines Using a Digital Thought Architecture | November 2025 | March 2026 | Allow | 4 | 1 | 0 | No | No |
| 19044373 | SYSTEMS AND METHODS FOR GENERATING AND CURATING TASKS | February 2025 | February 2026 | Allow | 12 | 1 | 0 | Yes | No |
| 19022681 | ADVANCED AGENTIC EXTRACTION FOR CONTEXT GROUNDING WITHIN AUTOMATIONS | January 2025 | October 2025 | Allow | 9 | 2 | 0 | Yes | No |
| 19017003 | APPLYING CASCADING MACHINE LEARNING MODELS TO COMMAND PROMPTS | January 2025 | May 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 18925261 | SYSTEM AND METHOD FOR GENERATING AND EXTRACTING DATA FROM MACHINE LEARNING MODEL OUTPUTS | October 2024 | March 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 18810148 | SYSTEMS AND METHODS FOR PRE-PROCESSING FOR A MULTI-MODEL MESSAGE GENERATION ARCHITECTURE | August 2024 | March 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 18755245 | Natural Language Processing Using Language Neutral Verb Expression Patterns | June 2024 | February 2025 | Allow | 7 | 1 | 1 | Yes | No |
| 18738974 | CONTEXT-BASED NATURAL LANGUAGE PROCESSING | June 2024 | January 2026 | Allow | 19 | 2 | 0 | Yes | No |
| 18675840 | GENERATION OF NATURAL LANGUAGE (NL) BASED SUMMARIES USING A LARGE LANGUAGE MODEL (LLM) AND SUBSEQUENT MODIFICATION THEREOF FOR ATTRIBUTION | May 2024 | December 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18656983 | Generating Expressive Speech Audio From Text Data | May 2024 | May 2025 | Allow | 12 | 1 | 0 | No | No |
| 18656197 | ON-DEVICE SPEECH SYNTHESIS OF TEXTUAL SEGMENTS FOR TRAINING OF ON-DEVICE SPEECH RECOGNITION MODEL | May 2024 | May 2025 | Allow | 12 | 1 | 0 | No | No |
| 18611344 | ACCREDITATION TRACKING AND TRANSLATION SYSTEM AND PROCESSES FOR TRACKING AND TRANSLATING EDUCATIONAL, PROFESSIONAL, AND CAREER-BASED ACCREDITATION | March 2024 | April 2025 | Allow | 13 | 3 | 0 | Yes | No |
| 18581974 | ELECTRONIC DEVICE AND CONTROLLING METHOD THEREOF | February 2024 | September 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18438923 | INFORMATION PROCESSING APPARATUS, OPERATION METHOD, AND RECORDING MEDIUM | February 2024 | February 2026 | Allow | 24 | 1 | 0 | Yes | No |
| 18402878 | SYSTEM COMMAND PROCESSING | January 2024 | June 2025 | Allow | 17 | 2 | 0 | Yes | No |
| 18531671 | SYSTEMS AND METHODS FOR IMPLEMENTING AN ARTIFICIAL INTELLIGENCE-BASED SOLUTION FOR PROMPT ORCHESTRATION BY SEGREGATING PROCESSING REQUESTS INTO NON-SERIALIZED TASKS | December 2023 | July 2024 | Allow | 7 | 1 | 0 | No | No |
| 18521683 | METHODS, SYSTEMS AND APPARATUSES FOR IMPROVED SPEECH RECOGNITION AND TRANSCRIPTION | November 2023 | November 2025 | Allow | 24 | 1 | 0 | No | No |
| 18511495 | AUDIO ENCODER AND DECODER WITH DYNAMIC RANGE COMPRESSION METADATA | November 2023 | August 2024 | Allow | 9 | 1 | 0 | No | No |
| 18503689 | WEARABLE FOR SUPPRESSING SOUND OTHER THAN A WEARER'S VOICE | November 2023 | November 2024 | Allow | 12 | 3 | 0 | Yes | No |
| 18387288 | METHOD AND SYSTEM FOR ENHANCING THE INTELLIGIBILITY OF INFORMATION FOR A USER | November 2023 | February 2025 | Abandon | 15 | 1 | 0 | No | No |
| 18494763 | EXPORTING MODULAR ENCODER FEATURES FOR STREAMING AND DELIBERATION ASR | October 2023 | December 2025 | Allow | 26 | 1 | 0 | No | No |
| 18381034 | APPARATUS AND METHOD FOR PERSONALIZATION OF MACHINE LEARNING MODELS | October 2023 | October 2024 | Allow | 12 | 3 | 0 | Yes | No |
| 18473939 | DATABASE QUERY GENERATION USING NATURAL LANGUAGE TEXT | September 2023 | July 2024 | Allow | 9 | 1 | 0 | Yes | No |
| 18371344 | TECHNIQUES FOR ADAPTIVE LARGE LANGUAGE MODEL USAGE | September 2023 | December 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18367859 | SIMULTANEOUS ACOUSTIC EVENT DETECTION ACROSS MULTIPLE ASSISTANT DEVICES | September 2023 | September 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18241731 | GENERATION OF NATURAL LANGUAGE (NL) BASED SUMMARIES USING A LARGE LANGUAGE MODEL (LLM) AND SUBSEQUENT MODIFICATION THEREOF FOR ATTRIBUTION | September 2023 | February 2024 | Allow | 6 | 1 | 0 | Yes | No |
| 18452803 | AUTOMATING LARGE-SCALE DATA COLLECTION | August 2023 | September 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18228170 | GENERAL INTELLIGENCE FOR TABULAR DATA | July 2023 | November 2023 | Allow | 3 | 1 | 0 | Yes | No |
| 18362273 | PROPER NOUN RECOGNITION IN END-TO-END SPEECH RECOGNITION | July 2023 | May 2025 | Allow | 22 | 0 | 0 | Yes | No |
| 18226020 | CONFIDENCE GENERATION FOR MANAGING A GENERATIVE ARTIFICIAL INTELLIGENCE MODEL | July 2023 | October 2023 | Allow | 2 | 0 | 0 | Yes | No |
| 18222409 | SYSTEM AND METHOD FOR ANOMALY DETECTION IN UNLABELED COLLECTIONS OF AUDIO RECORDING | July 2023 | October 2025 | Allow | 27 | 1 | 0 | No | No |
| 18341896 | SYSTEM AND METHOD FOR TERM DISAMBIGUATION | June 2023 | January 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18269180 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM | June 2023 | November 2025 | Allow | 29 | 1 | 0 | No | No |
| 18258316 | SPEECH RECOGNITION METHOD AND APPARATUS | June 2023 | December 2025 | Allow | 29 | 1 | 0 | No | No |
| 18204746 | ADVERSARIAL LEARNING FRAMEWORK FOR PERSONA-BASED DIALOGUE MODELING | June 2023 | October 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18204814 | SYSTEMS AND METHODS FOR PRE-PROCESSING FOR A MULTI-MODEL MESSAGE GENERATION ARCHITECTURE | June 2023 | November 2025 | Abandon | 29 | 1 | 0 | No | No |
| 18204324 | ON-DEVICE SPEECH SYNTHESIS OF TEXTUAL SEGMENTS FOR TRAINING OF ON-DEVICE SPEECH RECOGNITION MODEL | May 2023 | December 2023 | Allow | 7 | 0 | 0 | Yes | No |
| 18321876 | DECODING METHOD AND APPARATUS IN ARTIFICIAL NEURAL NETWORK FOR SPEECH RECOGNITION | May 2023 | May 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18038156 | SPEECH TRANSLATION PROCESSING APPARATUS | May 2023 | February 2026 | Allow | 33 | 1 | 0 | No | No |
| 18319410 | Streaming Speech-to-speech Model With Automatic Speaker Turn Detection | May 2023 | February 2026 | Allow | 33 | 2 | 0 | No | No |
| 18195886 | Detecting AI-Generated Text by Measuring the Asserted Author's Understanding of Selected Words and/or Phrases in the Text | May 2023 | October 2023 | Allow | 5 | 2 | 0 | Yes | No |
| 18311439 | INTELLIGENT SYSTEM AND METHOD OF OPTIMIZING NATURAL LANGUAGE PROCESSING MODELS | May 2023 | January 2026 | Allow | 32 | 1 | 0 | Yes | No |
| 18306028 | SCALABLE SYSTEMS AND METHODS FOR DISCOVERING AND SUMMARIZING TEST RESULT FACTS | April 2023 | April 2024 | Allow | 12 | 2 | 0 | Yes | No |
| 18136849 | ARTICLE OF MANUFACTURE, SYSTEM, AND METHOD FOR TEACHING COMMONLY-USED PHONETIC VALUES AND VARIATIONS OF A WRITTEN AND SPOKEN LANGUAGE | April 2023 | September 2025 | Abandon | 29 | 4 | 0 | Yes | No |
| 18298488 | SYSTEM AND METHOD FOR DYNAMICALLY ADJUSTING SPEECH PROCESSING NEURAL NETWORKS | April 2023 | October 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18187253 | SYSTEMS AND METHODS FOR CONSTRUCTION, MAINTENANCE, AND IMPROVEMENT OF KNOWLEDGE REPRESENTATIONS | March 2023 | February 2024 | Allow | 11 | 1 | 0 | No | No |
| 18121360 | Deep Learning Systems and Methods to Disambiguate False Positives in Natural Language Processing Analytics | March 2023 | September 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18181642 | INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD | March 2023 | November 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 18168470 | Alignment Prediction to Inject Text into Automatic Speech Recognition Training | February 2023 | September 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18166806 | SOFT KNOWLEDGE PROMPTS FOR LANGUAGE MODELS | February 2023 | February 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18147960 | MODEL-BASED SEMANTIC TEXT SEARCHING | December 2022 | June 2024 | Allow | 18 | 2 | 0 | Yes | No |
| 18078740 | AUTOMATED KEY-VALUE EXTRACTION USING NATURAL LANGUAGE INTENTS | December 2022 | December 2025 | Allow | 36 | 1 | 0 | Yes | No |
| 18073815 | DATABASE QUERY GENERATION USING NATURAL LANGUAGE TEXT | December 2022 | June 2023 | Allow | 7 | 1 | 0 | Yes | No |
| 18071950 | ELECTRONIC DEVICE AND METHOD FOR PROVIDING LIST OF SUGGESTED UTTERANCES | November 2022 | June 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18072403 | VEHICLE AND CONTROL METHOD THEREOF | November 2022 | September 2025 | Allow | 33 | 1 | 0 | No | No |
| 17926999 | CLAUSE BASED SEMANTIC PARSING | November 2022 | July 2025 | Allow | 31 | 1 | 0 | No | No |
| 17984694 | OPEN INPUT CLASSIFIER WITH ENTAILMENT | November 2022 | January 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 17981399 | METHOD AND ELECTRONIC DEVICE FOR ENHANCED INTERACTION WITH VOICE ASSISTANT USING USER ACCESSORIES DATA | November 2022 | March 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 18048751 | PROCESSING AUDIO INFORMATION TO IDENTIFY PERSONS OF INTEREST | October 2022 | September 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 18048160 | Transcription System with Contextual Automatic Speech Recognition | October 2022 | October 2025 | Abandon | 36 | 1 | 0 | No | No |
| 17968307 | ELECTRONIC DEVICE AND CONTROL METHOD THEREOF | October 2022 | July 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17966908 | MACHINE LEARNING METHOD AND NAMED ENTITY RECOGNITION APPARATUS | October 2022 | May 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 17959099 | SYSTEM AND METHOD FOR TERM DISAMBIGUATION | October 2022 | March 2023 | Allow | 6 | 0 | 0 | Yes | No |
| 17947249 | METHOD AND DEVICE FOR QUANTIZATION OF LINEAR PREDICTION COEFFICIENT AND METHOD AND DEVICE FOR INVERSE QUANTIZATION | September 2022 | August 2023 | Allow | 11 | 1 | 0 | No | No |
| 17941677 | IDENTIFICATION OF RE-CLASSIFIABLE JOB POSTINGS | September 2022 | August 2025 | Abandon | 35 | 1 | 0 | Yes | No |
| 17902712 | PRE-QUALITY ASSURANCE QUALITY ASSESSMENT | September 2022 | November 2025 | Allow | 38 | 2 | 0 | Yes | No |
| 17886785 | METHOD AND SYSTEM FOR ENHANCING THE INTELLIGIBILITY OF INFORMATION FOR A USER | August 2022 | August 2023 | Allow | 12 | 1 | 1 | Yes | No |
| 17878410 | AUDIO ENCODER AND DECODER WITH DYNAMIC RANGE COMPRESSION METADATA | August 2022 | July 2023 | Allow | 11 | 1 | 0 | No | No |
| 17877365 | DATABASE QUERY GENERATION USING NATURAL LANGUAGE TEXT | July 2022 | September 2022 | Allow | 2 | 0 | 0 | Yes | No |
| 17871711 | ELECTRONIC DEVICE AND OPERATION METHOD | July 2022 | February 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 17869269 | CONVERSION OF MESSAGES INTO AUDIO FORMAT | July 2022 | March 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 17810333 | DYNAMIC ENTITY CATALOG UPDATE FOR NATURAL LANGUAGE PROCESSING | June 2022 | September 2025 | Allow | 39 | 2 | 0 | Yes | No |
| 17834404 | SYSTEM COMMAND PROCESSING | June 2022 | September 2023 | Allow | 16 | 1 | 0 | Yes | No |
| 17782731 | A SYSTEM AND METHOD FOR PROVIDING CONTEXTUAL INFORMATION AND ACTIONS TO MAKE A CONVERSATION MEANINGFUL AND ENGAGING | June 2022 | April 2025 | Abandon | 35 | 1 | 0 | No | No |
| 17832323 | System and Method for Secure Transcription Generation | June 2022 | March 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17825778 | FACILITATING COMMUNICATIONS WITH AUTOMATED ASSISTANTS IN MULTIPLE LANGUAGES | May 2022 | November 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17774991 | SYSTEM AND METHOD FOR COLLECTING BEHAVIOURAL DATA TO ASSIST INTERPERSONAL INTERACTION | May 2022 | April 2025 | Abandon | 36 | 1 | 0 | No | No |
| 17735300 | Ontology Driven Contextual Automated Speech Recognition | May 2022 | February 2025 | Allow | 33 | 1 | 0 | No | No |
| 17735297 | OUTPUT METHOD AND ELECTRONIC DEVICE | May 2022 | September 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17726226 | HIERARCHICAL MULTI-TIER LANGUAGE PROCESSING PLATFORM | April 2022 | June 2023 | Allow | 14 | 1 | 0 | No | No |
| 17726113 | Data-Informed Decision Making Through a Domain-General Artificial Intelligence Platform | April 2022 | April 2025 | Abandon | 36 | 1 | 0 | No | No |
| 17713546 | ELECTRONIC APPARATUS AND CONTROLLING METHOD THEREOF | April 2022 | September 2024 | Allow | 29 | 1 | 0 | No | No |
| 17702925 | CURATING KNOWLEDGE OF A KNOWLEDGE DATABASE | March 2022 | September 2024 | Allow | 30 | 1 | 0 | No | No |
| 17702473 | AUDIO ENCODING DEVICE, METHOD AND PROGRAM, AND AUDIO DECODING DEVICE, METHOD AND PROGRAM | March 2022 | May 2023 | Allow | 14 | 1 | 0 | Yes | No |
| 17693414 | HIERARCHICAL STRUCTURE LEARNING WITH CONTEXT ATTENTION FROM MULTI-TURN NATURAL LANGUAGE CONVERSATIONS | March 2022 | April 2025 | Abandon | 37 | 1 | 1 | No | No |
| 17694034 | MODEL TRAINING | March 2022 | March 2025 | Allow | 36 | 2 | 0 | No | No |
| 17694243 | Deep Learning Systems and Methods to Disambiguate False Positives in Natural Language Processing Analytics | March 2022 | September 2024 | Allow | 30 | 1 | 0 | Yes | No |
| 17693896 | INTELLIGENT QUESTION ANSWERING METHOD, APPARATUS, AND DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM | March 2022 | December 2024 | Allow | 33 | 1 | 0 | Yes | No |
| 17693285 | LANGUAGE-AGNOSTIC COMPUTER PROGRAM REPAIR ENGINE GENERATOR | March 2022 | November 2024 | Allow | 32 | 1 | 0 | Yes | No |
| 17653332 | APPARATUS AND METHOD FOR ENCODING OR DECODING AN AUDIO SIGNAL WITH INTELLIGENT GAP FILLING IN THE SPECTRAL DOMAIN | March 2022 | October 2023 | Allow | 20 | 1 | 0 | No | No |
| 17682206 | Generating Expressive Speech Audio From Text Data | February 2022 | February 2024 | Allow | 24 | 1 | 0 | No | No |
| 17583612 | APPARATUS AND METHOD FOR DECODING OR ENCODING AN AUDIO SIGNAL USING ENERGY INFORMATION VALUES FOR A RECONSTRUCTION BAND | January 2022 | May 2023 | Allow | 15 | 1 | 0 | No | No |
| 17582881 | CONTEXT-BASED NATURAL LANGUAGE PROCESSING | January 2022 | January 2024 | Allow | 24 | 2 | 0 | Yes | No |
| 17581498 | SYSTEM AND METHOD FOR TERM DISAMBIGUATION | January 2022 | June 2022 | Allow | 5 | 1 | 0 | Yes | No |
| 17561581 | PERFORMING MACHINE LEARNING TASKS USING INSTRUCTION-TUNED NEURAL NETWORKS | December 2021 | March 2025 | Allow | 39 | 1 | 1 | Yes | No |
| 17616129 | TWO-PASS END TO END SPEECH RECOGNITION | December 2021 | June 2025 | Allow | 42 | 3 | 0 | No | No |
| 17535603 | Domain Based Text Extraction | November 2021 | September 2025 | Abandon | 46 | 3 | 0 | No | No |
| 17455211 | Speech Synthesis Apparatus and Method Thereof | November 2021 | December 2024 | Allow | 37 | 1 | 0 | Yes | No |
| 17510430 | METHOD AND APPARATUS FOR TARGET EXAGGERATION FOR DEEP LEARNING-BASED SPEECH ENHANCEMENT | October 2021 | July 2024 | Allow | 32 | 1 | 0 | No | No |
| 17510454 | ELECTRONIC APPARATUS AND CONTROLLING METHOD THEREOF | October 2021 | December 2023 | Allow | 26 | 0 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SERROU, ABDELALI.
With a 30.8% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.
Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.
In this dataset, 33.3% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner SERROU, ABDELALI works in Art Unit 2659 and has examined 435 patent applications in our dataset. With an allowance rate of 78.9%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 33 months.
Examiner SERROU, ABDELALI's allowance rate of 78.9% places them in the 47% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by SERROU, ABDELALI receive 2.60 office actions before reaching final disposition. This places the examiner in the 76% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.
The median time to disposition (half-life) for applications examined by SERROU, ABDELALI is 33 months. This places the examiner in the 47% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +38.4% benefit to allowance rate for applications examined by SERROU, ABDELALI. This interview benefit is in the 86% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.
When applicants file an RCE with this examiner, 21.7% of applications are subsequently allowed. This success rate is in the 26% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.
This examiner enters after-final amendments leading to allowance in 21.6% of cases where such amendments are filed. This entry rate is in the 27% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.
When applicants request a pre-appeal conference (PAC) with this examiner, 66.7% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 54% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.
This examiner withdraws rejections or reopens prosecution in 63.9% of appeals filed. This is in the 44% percentile among all examiners. Of these withdrawals, 39.1% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.
When applicants file petitions regarding this examiner's actions, 26.4% are granted (fully or in part). This grant rate is in the 14% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.
Examiner's Amendments: This examiner makes examiner's amendments in 2.1% of allowed cases (in the 75% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).
Quayle Actions: This examiner issues Ex Parte Quayle actions in 1.7% of allowed cases (in the 66% percentile). This examiner issues Quayle actions more often than average when claims are allowable but formal matters remain (MPEP § 714.14).
Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:
Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.
No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.
Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.
Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.