Precision Agriculture
ARA5 · Evidence review for team discussion · 27 October 2026
What is supported
Field sensing is a credible technical lead; general agriculture also includes plant varieties and ordinary traction equipment.
Farm and irrigation coverage makes precision-agriculture questions material. Farm counts fell while irrigated acreage remained extensive; covered-job proxies omit much farm work. Retained industry context and the patent observations describe different populations.
Scope and boundary check
The unchanged screen finds 395 narrow and 812 broad current-CPC candidates, versus 381 and 772 at issue. These are overlapping screening counts among utility grants with Arkansas inventors dated 2015–2025, not validated area totals or uncertainty intervals.
Primary-document examples
- US10908080B2: A field soil-analysis system combines laser wavelengths, optical detection and signal processing for soil observation. Relevant sensing may sit in measurement classes outside A01. Agronomic value and irrigation decisions need field validation.
- US10010038B2: The document defines a soybean variety and associated plants, parts and seed. Plant-breeding invention is agricultural activity but cannot stand in for precision sensing, irrigation decisions or measured field efficiency.
- US10744818B1: A hub-mounted traction-bar arrangement improves traction for a light off-road vehicle. A general agricultural/equipment class can contain lawnmower-type mechanisms, without precision sensing or data-driven agronomy.
Decision to take next
Choose a field decision, crop/season, calibrated measurements and grower access before testing input efficiency.
Confidence and remaining checks
Source identities, event dates, input hashes and the reviewed technical passages are checked. Area-wide membership remains provisional. Patent ownership, current team readiness, facility/data access, partner demand and commercial outcomes require separate evidence. Low patent counts do not disqualify an area.
Review method: abstract and first independent claim for three purposefully/hash-selected documents per area. This is a bounded analytical review, not a statistical accuracy estimate, external expert sign-off or legal opinion. The seven growth areas and proposed commitments remain in place.