MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202511122448 A) filed by Sahil Nyati; and Ms. Jinee Kumar on December 05, 2025, for Ai Platform (meritmap.ai) For Automated Visa & Talent-Based Immigration Profile Building.

Inventors include Sahil Nyati; and Ms. Jinee Kumar.

The application for the patent was published on July 17, 2026, under issue no. 29/2026.

Abstract: The present invention discloses a system (100) and method (600) AI Platform for automated preparation of talent-based immigration petitions. The system comprises an input & evidence extraction layer (200) configured to receive heterogeneous unstructured professional achievement documents and for the same using a domain-tuned natural-language-processing engine (220) into a typed Evidence Graph (223), a schema DAG repository (310) storing weighted evidentiary Schema Directed Acyclic Graphs (311–314) for categories including O-1, EB-1A, EB-2 NIW, and UK Global Talent Visa, a category-matching & compilation engine (320) configured to deterministically merge the Evidence Graph (223) with a selected Schema DAG into a constrained decoding space with guaranteed unique convergence, a submodular query minimization engine (330) and category-specific question flow controller (340) configured to request and obtain only minimal clarification questions, and a constrained generation engine (410) with provenance & integrity embedding module (420) configured to produce petition-ready drafts, recommendation letters, evidence summaries, exhibit lists, profile strength scores, and gap-closure roadmaps wherein every statement includes embedded provenance links and cryptographic checksums, assembled by a petition package assembler (430) into a final petition package (440). Thus, the method achieves fully automated, end-to-end preparation of adjudicator-compliant petitions with deterministic mapping, minimal user interaction, and verifiable factual integrity through a cloud-native processor-coordinated pipeline. Reference

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