Quant-Firm Study: Strategic Intelligence Brief
Julio Macedo
Senior Counsel | Legal AI Operator | Brazil & NY Bar
AI-augmented research architecture. Primary intelligence mapped to a firm-specific workforce footprint. This reflects the level of analysis built for marquee firms competing for top-tier global talent at scale. What is visible from outside is already substantial. What is not opens a different conversation.
March 2026 | Public Version
Section 02
Illustrative Case — Quant Finance Firm
220
Sponsored Filings
2022 to 2025
tap to expand
556
Projected Filings
2026 to 2029
tap to expand
58%
PhD S&E in the U.S.
Are Foreign-Born
tap to expand
NEW YORK LONDON FRANKFURT TOKYO SYDNEY #1 CHINA #2 CANADA #3 INDIA #4 UNITED KINGDOM #5 RUSSIA #6 SINGAPORE #7 AUSTRALIA
Global Offices
Sponsored Workforce
This is what is visible from the outside. The actual program is larger.
Section 03
The Regulatory Storm
Consequence
Section 04
Communication Architecture
Exposed
DISCOVERABLE
● No legal designation ● No privilege log ● Discoverable
Protected
● Legal designation active ● Privilege log active ● Protected
Let's talk about privilege
The full legal analysis is in Section 05 →
Section 05
Exposure Quantification
Inputs
Mobility threads per week 8
People per thread (avg) 6
Years of unprotected communications 3
Counsel Status
Employment, Compliance, and/or Regulatory Counsel present in the communications?
THIS DOES NOT NECESSARILY CREATE PRIVILEGE
Attorney-client privilege protects only communications made for the purpose of obtaining legal advice in the attorney's area of practice. A counsel advising on matters outside their scope might fail to extend privilege to those communications. And it may trigger ethical proceedings if they have no experience in the field.
Upjohn Co. v. United States, 449 U.S. 383 (1981)  ·  CPLR §4503  ·  Georgia Pacific Corp. (S.D.N.Y. 1996)  ·  N.Y. Rules of Professional Conduct, Rule 1.1 (Competence)
Unprotected Communications
0
internal communications with no privilege protection
Per Year
0
Unique Individuals Exposed
0
WHAT PRIVILEGE ACTUALLY PROTECTS
A specialized licensed attorney directs a communication on mobility matters: it is protected from compelled disclosure in litigation, regulatory proceedings, and government audits. Without that direction, every strategy discussion, every internal assessment of a case, and every deliberation about whether to file or withdraw is a potential exhibit. These threads routinely contain sensitive proprietary information — compensation data, headcount plans, the company’s priorities — that has nothing to do with the function and everything to lose in discovery. The question is not whether the communication exists. The question is whether it can be used.
Section 06
Program Economics
2026 Projected Exposure
H-1B Surcharge Exposure
ⓘ
the Company wage profile places most candidates in the highest H-1B selection priority group under the 2025 wage-based lottery. The surcharge applies to every approved petition regardless of selection group.
New H-1B hires from abroad 15
suggested: based on 2025 volume
$1,500,000
Prevailing Wage Rule Impact
LCA pipeline 55
PERM pipeline 30
suggested: based on 2024-2025 growth rate (+38.7% LCA, +19.0% PERM)
The Company files exclusively at Levels II, III, and IV. The proposed rule's most aggressive increases fall at III and IV, which account for 80% of 2025 volume.
$2,018,375
$3,518,375
tap to see breakdown
H-1B Surcharge
15 petitions$1,500,000
Rate per petition$100,000
Prevailing Wage Rule
Software Dev (47.5%, Lvl III +31%)—
Fin. Analysts (20.0%, Lvl II +30%)—
Fin. Quant (10.0%, Lvl III +31%)—
Other (22.5%, Lvl IV +35%)—
$2,638,781
5-yr savings / flat volume
$5,551,596
5-yr savings / at growth rate
Scenario A — flat
Scenario B — at growth rate
Scenario B reflects the Company's 2024-2025 filing growth rate. Both scenarios are shown — use whichever reflects your hiring plan.
Mitigation Breakdown
20% optimization on surcharge exposure: routing eligible candidates to E-3, H-1B1, O-1A, TN, and cap-exempt pathways where the Company already has established infrastructure. 12% on wage rule exposure: proactive role structuring and filing timing before the rule takes effect. Blended rate: 15%.
Section 07
Pathway Optimizer
April 2026 Visa Bulletin
Select a profile
Alternative Pathways
Cohort #1
Green card timelines: U.S. Dept. of State Visa Bulletin, April 2026, Final Action Dates (Chart A). Priority dates based on country of birth. International office pathways reflect applicable local work authorization frameworks.
Section 08
Alternative Pathways
The Company pioneered a different model in quantitative trading.
This is an institution-wide investment in its most valuable asset, and a pioneering Cross-Border impact on Workforce Strategy.
Identify
Existing employees and incoming cohorts evaluated from the hiring process.
Build
Opportunities (redacted)
Accelerate
(redacted) More efficient timelines
Section 08b
Proprietary Program
Presented to leadership. Reviewed at that level.
A demo for the Proprietary Program was presented to the leadership team of one of the largest quantitative finance firms in the world. Reviewed at the leadership level.
The evidentiary record was mapped as the session progressed. Each threshold opened the next.

The system offered different pathways. Timeline was compressed by years. More than cost analysis: company culture, mission, and a talent attraction and retention program.
The methodology is proprietary.
The outcome is not.
Section 09
What Changes
Decentralized Model
What the current model provides
Remains for:
Petition preparation and filing
External relationships with USCIS
Surge capacity on volume filings
Structural Limits
Internal intel owned by outside vendors
Sensitive firm data transiting outside personnel
No portfolio-level view across all employees
No proactive workforce planning role
No Proprietary Program infrastructure
Immeasurable exposure
Centralized Program
What centralization delivers
Company intelligence stays internal
Workforce planning connected company-wide in real time
Policy changes anticipated, not absorbed
Proprietary Program: (redacted)
Year 1 Projected Impact
$4,293,837
H-1B surcharge avoidance | DOL wage rule | Retention
The Proprietary Program
Universal by design. Consequential by outcome.
↗
Talent Attraction
The firm that answers the question competitors cannot.
↗
Retention
Not a strategy. A compounding asset.
↗
Section 10
What does this function
look like in three years?
Julio Macedo
NY-Licensed Attorney  |  GMS-T® Certified  |  EB-1A Permanent Resident
This is how you remain on the top.