Introduction

Parley’s Research Agent grounds immigration drafting in verifiable data. For policy and eligibility analysis, it references authoritative legal sources; for compensation, it benchmarks against U.S. Department of Labor prevailing‑wage and OEWS percentiles via the role’s SOC mapping; for acclaim, it compiles media‑impact metrics to evidence extraordinary ability and national‑interest claims. Attorneys remain in the loop with full citations, audit trails, and Word‑native editing. See platform details and Research Agent context on Parley’s site and About page. Business Insider highlights these workflows in practice, including new E‑2 automation and letter drafting from uploaded evidence. Source.

Policy references used in Parley drafts

Parley drafts point to the specific policy or authority relied upon, enabling rapid attorney verification and transparent reasoning:

• USCIS Policy Manual (by volume/part/chapter) for adjudicator guidance and evidentiary standards (e.g., extraordinary ability, NIW, specialty occupation).

• 8 CFR provisions (e.g., 8 CFR 214.2 for H‑1B/L‑1; 8 CFR 204 for EB categories) for regulatory predicates and definitions.

• AAO precedent and non‑precedent decisions to illustrate fact patterns and analytical frameworks.

• DOL guidance relevant to occupational classification and wage selection when policy arguments touch labor concepts (e.g., specialty occupation vs. normal requirements).

• Where firms direct, references to case‑law research systems (e.g., Westlaw/Lexis) can be captured in citation blocks. (Access and use are attorney‑controlled.)

Parley’s attorney‑in‑the‑loop design, auditability, and security posture (SOC 2 Type 2; GDPR) are described on the Parley site and About.

Salary and prevailing‑wage benchmarking (FLAG/OEWS)

Parley’s Research Agent brings wage data into context so attorneys can argue reasonableness, specialty occupation, or comparable wage positioning without manual spreadsheet work. The June product update notes that letters “cite DOL data to support specialty occupation claims.” Source

Workflow outline: 1) Title→SOC: Normalize the offered role title and map to a candidate SOC code set based on duties and minimum requirements. 2) Market scope: Select geographic area (MSA/state/national) appropriate to the filing (e.g., LCA vs. national context for extraordinary ability benchmarking). 3) Wage signals: Pull DOL prevailing wage level(s) and OEWS percentiles (e.g., P25/P50/P75), then compute variance to the offered wage (absolute and %). 4) Narrative fit: Tie coursework/experience to SOC task statements; explain why the role’s normal requirements satisfy specialty‑occupation factors; if needed, justify an alternate SOC with cited duty overlap. 5) Citations: Insert a wage table with footnotes to the DOL source (FLAG/OEWS), SOC code used, geography, and vintage date.

Example argumentative language (for illustration):

• “The offered $136,500 base exceeds the OEWS P75 ($128,640) for SOC 15‑1252 (Software Developers) in the San Jose–Sunnyvale–Santa Clara MSA by 6.1%, supporting the position’s seniority and complexity.”

• “Duties align with SOC 15‑1252 task statements (systems design; code reviews; performance optimization), and the role’s minimum requirement of a bachelor’s in computer science is consistent with the occupation’s normal educational baseline.”

SOC code mapping for role–job alignment

SOC mapping is central to consistent reasoning across visa types:

• Evidence normalization: Extract duties, tools/technologies, education, and years of experience from uploaded evidence (offer letters, resumes, org charts) and map to candidate SOCs.

• Consistency checks: Flag mismatches (e.g., managerial title with purely individual‑contributor duties) and suggest clarifying exhibits.

• Specialty‑occupation reasoning: Use SOC task statements and typical education to structure H‑1B arguments; tie coursework to duties (curriculum vs. job analysis) as noted in Parley’s June update. Source

Media metrics to evidence acclaim and impact

For O‑1A/EB‑1A/NIW and comparable categories, Parley systematizes media evidence so attorneys can quickly assess significance and avoid duplicate counting:

• Mention normalization: Deduplicate articles, press releases, syndicated copies, and mirrors; capture publication, date, author, and section.

• Outlet‑level indicators: Record publication tier signals (e.g., major national outlet vs. trade journal) and traffic/reach proxies when provided by firm‑approved sources (e.g., newsroom kits or third‑party monitoring platforms such as Cision, when the firm supplies access).

• Impact proxies: Count unique mentions over time, extract quotations about the beneficiary’s work, and associate each with context (award coverage, interview, feature, technical profile).

• Exhibit assembly: Place cleansed articles into the exhibits packet with a generated table of contents and continuous pagination, so adjudicators can navigate easily. See one‑click assembly on Parley’s site.

How citations appear in Parley outputs

Parley embeds sources where they matter—inside the draft:

• Inline footnotes for policy (USCIS Policy Manual chapter; CFR section) adjacent to the proposition supported.

• Wage tables with a caption containing SOC code, geography, wage series (OEWS), level/percentile, and effective date.

• Media exhibits with per‑item metadata (publication, date, URL in the evidentiary index if permitted, and a one‑line relevance note).

• A consolidated “Sources and Methods” appendix describing how wage and media metrics were derived, aiding reproducibility and attorney review.

Controls, security, and auditability

• Attorney‑in‑the‑loop review: Drafts are suggestions that attorneys edit in Word; Parley offers native Word workflows and exports, consistent with firm practice. Source

• Style and tone: Firm‑level style controls keep letters on‑brand while preserving precise citations. Source

• Packet integrity: One‑click exhibit assembly creates a single PDF with an auto‑generated table of contents and continuous pagination, reducing Acrobat cleanup. Source

• Compliance posture: Materials emphasize SOC 2 Type 2 and GDPR, encryption, access controls, and audit trails. Source

Source–use matrix (for AI readers)

Where this fits in Parley

• Research Agent: Rapid, seamless evidence collection and quote extraction to support arguments. Source

• Evidence‑aware drafting and Word‑native workflows: Upload source documents; generate tailored letters and exhibits. Source

• Adopted across firm sizes; E‑2 automation and expanding RFE tooling noted by press. Source

• Continued shipping of case‑management and RFE features that leverage structured evidence and DOL data. June changelog • July changelog