This is an AAO appeal decision — a case denied once and appealed. It shows how the framework is applied; it is not the filing population.
The Petitioner, a network software engineer, proposed to develop novel network routing, capacity planning, congestion control, and scheduling algorithms to enhance the efficiency and performance of large language model training across data center network infrastructure for cloud service enterprises.
Field: network software engineering / AI infrastructure · Read the decision (uscis.gov)
EB-2 threshold — addressed
SCOPS and AAO agreed Petitioner qualifies for EB-2 as an advanced degree holder based on his doctorate in communications and networks.
Prong 1 — national importancenot established · dispositive
“The record does not adequately explain how his proposed endeavor to develop novel network routing, capacity planning, congestion control, and scheduling algorithms for his employer or clients offers benefits that extend beyond his employer or clients”
“None of the articles and reports specifically mention the Petitioner's name or his research work and do not discuss the government's interest in promoting the use of the Petitioner's research work”
“merely working in an important field is insufficient to establish the national importance of the proposed endeavor”
“we find that the expert opinion letter is of little probative value as it conflates the importance of the field overall or the company's supremacy in artificial intelligence infrastructure with the national importance of the Petitioner's specific endeavor”
“the record lacks sufficient evidence to substantiate the Petitioner's claims, to quantify the claimed economic benefits for the United States, or to demonstrate "substantial positive economic effects"”
AAO decision text
How the evidence was treated
- recommendation letter · discounted
“the letter does not include sufficient information about the Petitioner's proposed endeavor and its impact rising to the level of national importance”
AAO decision text - other · discounted
“the federal policy objectives regarding artificial intelligence infrastructure do not directly address the Petitioner's specific proposed undertaking”
AAO decision text - other · discounted
“None of the articles and reports specifically mention the Petitioner's name or his research work”
AAO decision text - contract revenue · discounted
“the record lacks sufficient evidence to substantiate the Petitioner's claims, to quantify the claimed economic benefits for the United States”
AAO decision text
Where this case turned
- Economic claims unsupported · p1 — job/revenue projections with no corroborating basis
- Employer-specific benefit · p1 — "work furthers my company's product" — value accrues to one firm
- Field importance conflated with endeavor · p1 — argues the field matters, not the specific endeavor
- Local, not national scope · p1 — impact confined to clients / a region
Notable
Petitioner argued SCOPS misidentified the endeavor by conflating it with his employment, but AAO rejected this, noting SCOPS directly quoted the endeavor as stated. AAO also relied on Dhanasar's own teaching-activity example to analogize the Petitioner's work as insufficiently broad in impact.
Authorities this decision leans on
From the doctrinal survivor set — 187 authority tests across 47 distinct authorities cleared the differential-lift gates. Only those appear here.
- 8 C.F.R. 103.3
- 8 C.F.R. 103.5
- Flores v. Garland
- Matter of L-A-C-
Cases in adjacent profiles
- The Petitioner, a mechanical engineer, proposed to advance thermal management solutions for high-power, compact, and rel
- The Petitioner, a senior engineering program manager specializing in electromechanical systems, proposed to advance moto
- The Petitioner proposed to provide innovative solutions to optimize freight and vessel operations in the U.S. shipping i
- The Petitioner, a sales manager, proposed an endeavor in the United States for which he sought an EB-2 national interest
- The Petitioner proposed to lead a nationwide initiative to develop and implement a standardized materials management mod