Artificial intelligence badging system
Inventors
Muthuramalingam, Marimuthu Vivek • Bhathey, Balaji Sivakumar • Santhiyagu, David • Gurusamy, Malathy • Sirsath, Puja Pratap • A, Crosbi Win Samuel
Assignees
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Publication Number
US-12718641-B2
Publication Date
2026-08-25
Expiration Date
Abstract
A new badge for a user of a facility may be generated to physically access one or more areas of a facility. A Large Language Model (LLM) may be provided with access to one or more databases associated with the facility. The LLM may be prompted to automatically complete at least part of a badge request form for the new or renewed badge for the user of the facility, wherein the badge request form, once completed and approved, authorizes activation of the new or renewed badge for the user of the facility. The LLM may automatically populate at least part of the badge request form by extracting respective information from the one or more databases associated with the facility.
Core Innovation
The disclosed methods use a Large Language Model (LLM) with access to facility databases to automatically complete multiple information fields in a badge request form for a new or renewed badge. The form, once completed and approved, authorizes badge activation. The databases provide information used to populate the fields, while access-rights expiration times or badge activation times support estimates of future badge-generation workload or badge-processing rate.
The disclosed system uses user information, access rights, and user associations or relationships to determine access rights for a requesting user and automatically create a badge request. The supplied content does not include the background section, so the problem being solved is not explicitly described in the patent content provided. The content describes facility badge generation and renewal, but does not state a broader problem.
Claims Coverage
The three independent claims are claims 1, 14, and 15. They cover four main inventive features relating to LLM-assisted badge request completion, workload or processing-rate estimation, and determination of access rights.
Automatic completion of a badge request form
Claim 1 provides an LLM access to facility-associated databases and prompts it to automatically populate multiple information fields in a badge request form by extracting information from those databases.
Future badge-generation workload estimation
Claims 1 and 15 prompt the LLM to estimate workload for generating new and/or renewed badges over a future time period, based at least in part on each authorized user's access-rights expiration time.
Badge-processing rate estimation
Claim 14 prompts the LLM to estimate a rate at which badges can be processed, based at least in part on badge activation times for at least some authorized users.
Determination of access rights and creation of a badge request
Claim 15 uses an LLM to determine a requesting user's access rights based at least in part on other facility users' access rights and associations or relationships with the requesting user, then automatically creates a badge request that includes the determined access rights.
The independent claims cover LLM-based completion of badge request forms, estimation of future badge-generation workload or badge-processing rate from facility records, and determination of a requesting user's access rights from other users' rights and relationships.
Stated Advantages
Not explicitly described in patent.
Documented Applications
Generating or renewing facility badges that include access rights for physically accessing one or more areas of a facility.
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