PANTOLOGY

What this means for you

Approved and waiting on proof of use. It will register unless the applicant drops it, and its 14 Nov 2025 filing date already counts against anyone who files later.

Record

Serial number

99497944

Mark type

Stylized text

Filed

14 Nov 2025

Published for opposition

21 Apr 2026

Attorney of record

Joseph Mohr

Goods and services

• Class 042 — Scientific and technological services: Software as a service (SAAS) services featuring software for data ingestion, indexing, linking, search, retrieval, analysis, data visualization, business intelligence, and predictive analytics using clients’ private data together with publicly available and third-party data; Artificial intelligence as a service (AIAAS) services featuring software using artificial intelligence (AI) for natural-language querying, hypothesis generation, and SQL-based validation of hypotheses; Platform as a service (PAAS) featuring computer software platforms for building, training, evaluating, deploying, and orchestrating machine-learning and artificial-intelligence models; Providing temporary use of on-line non-downloadable software for creating, managing, and querying knowledge graphs, embeddings, and machine-readable knowledge stores; Technology consultation in the field of artificial intelligence, data analytics, business intelligence, and predictive analytics, namely designing, implementing, integrating, and optimizing data ingestion, indexing, and reasoning pipelines for others; Computer software design for others; Design and development of computer software for artificial intelligence and machine learning applications; Application service provider (ASP) featuring software for use accessing data indexes, analytics, and model-inference services; Providing temporary use of on-line non-downloadable software for integrating artificial-intelligence and machine-learning capabilities into third-party software applications

Owner

• Pantology LLC, ALBUQUERQUE, NM, US

Prosecution history

• 24 Mar 2026 — APPROVED FOR PUB - PRINCIPAL REGISTER
• 24 Mar 2026 — ASSIGNED TO EXAMINER
• 12 Feb 2026 — NEW APPLICATION OFFICE SUPPLIED DATA ENTERED
• 14 Nov 2025 — APPLICATION FILING RECEIPT MAILED
• 14 Nov 2025 — NEW APPLICATION ENTERED