Deduplication in Record Management

Overview

Development stage

In development or acquisitionSource: a) Pre-deployment – The use case is in a development or acquisition status.

High-impact designation

High-impactSource: a) High-impact

Impact justification

Not reported

Start date

Not reported

Withheld from public reporting

Not reported

Mission

Topic area

Health and Medical

Operational functions

Summarization, Risk scoring and triage, Clinical and medical Derived by keyword rules; see methodology

Problem the AI is intended to solve

- Reduce manual process of opening record for review. - Triage urgent veteran follow up needs by recognizing urgent or routine in boxes. - Kick back record requests missing important clerical details like signatures, names, or ICD 10 codes. - Summarize Physical Therapy (PT) care records for VA practitioners to act on. - Reduce clinical errors and manpower / manual resources in clinically evaluating forms - Reduce clinical manpower and cloud storage in uploading duplicate documents

Expected benefits

- Decrease clerical and clinical costs related to record management. - Increase Registered Nurse (RN) licensure to provide direct care. Too many RNs are pulled into record management, which takes them away from frontline needs. - Decrease Veteran harm or death - Increase Veteran satisfaction - Decrease burnout

System outputs

An overlaying device reads all e-faxed records coming in. It recognizes: - If the record is urgent (RFS) or routine - The date and triages records that need more immediate action - Signatures. This product has been created. The final product will include a summary of details for rapid action.

Technology

AI classification

Agentic AISource: Agentic AI: AI systems that perform tasks or make decisions autonomously with minimal human intervention.

System name(s)

Not reported

Custom-developed code

Not reported

Public source code

Not reported

Sourcing

How it was built

Not reported

Vendor (as reported)

Not reported

Vendors (standardized)

None on the standard list

A vendor is the supplier named by the agency. It does not identify the underlying model or AI technology.

Data and privacy

Involves PII

Not reported

Privacy Impact Assessment

Not reported

Authorization to Operate

Not reported

Demographic features

Not reported

Training and evaluation data

Not reported

Federal Data Catalog

Not reported

Governance

0 of 8 minimum-practice questions answered. A blank answer means the agency reported nothing; it does not mean the practice is absent.

Potential impacts and how they were identified

Not reported