Artificial Intelligence and Machine Learning patent prosecution rankings
Objective activity lists for Artificial Intelligence and Machine Learning from counsel-of-record links on U.S. granted patents with CPC codes in this technology theme. Not a subjective best-lawyer directory.
Lists for this theme are not published yet. Rankings appear after Calculate → QA → Preview → Approve → Publish in Admin → Rankings.
Technology definition
Machine learning models, neural networks, training systems, and AI inference architectures.
Keywords: machine learning, neural network, deep learning, artificial intelligence, model training
CPC coverage
| Type | CPC prefixes |
|---|---|
| Include | G06N, G06F18 |
| Exclude | None |
Methodology
Three separate lists — Activity (U.S. patents granted as prosecution counsel of record), Specialization (theme share of counsel work), and Momentum (year-over-year change in those granted counts). No composite “best” score.
Full rankings methodology · Technology Intelligence · All technology rankingsCohort context (eligible attorneys)
- Median theme grants (≥25 grants): —
- Median theme concentration: —
- Median YoY grant change: —
patent attorneys
Most active
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Most Active Artificial Intelligence and Machine Learning Patent Attorneys — 2026Highest concentration
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Patent Attorneys with the Highest Artificial Intelligence and Machine Learning Prosecution Concentration — 2026Fastest growing
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Fastest-Growing Artificial Intelligence and Machine Learning Patent Attorneys — 2026law firms
Most active
Not published
Most Active Artificial Intelligence and Machine Learning Patent Prosecution Firms — 2026Highest concentration
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Firms with the Highest Artificial Intelligence and Machine Learning Prosecution Concentration — 2026Fastest growing
Not published
Fastest-Growing Firms in Artificial Intelligence and Machine Learning Patent Prosecution — 2026Want this intelligence for your company, client, or competitor?
Public rankings show activity signals from U.S. grants. Full prosecution intelligence — allowance rates, pendency, and office-action patterns — is available in the product.
Decision support only — not legal advice, not a directory of “best lawyers,” and not an endorsement. Calculated statistics cannot be edited by the attorney or firm.