IDV Model

Overview

Development stage

DeployedSource: c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.

High-impact designation

Not high-impactSource: c) Not high-impact

Impact justification

This use case is not high-impact because it centers on long-range forecasting with uncertain accuracy and limited influence on near-term procurement decisions or enterprise outcomes. It predicts which items will require IDVs for purchasing over the next 5 years by tier level will enable better utilization of IDVs overall and enable OSCM to proactively receive the necessary funding.

Start date

2025-04-02 (day precision)Source: 4/2/2025

Withheld from public reporting

NoSource: a) No

Mission

Topic area

Procurement and Financial Management

Operational functions

Forecasting and prediction Derived by keyword rules; see methodology

Problem the AI is intended to solve

This model helps forecast long-term inventory turnover to improve IDV utilization and support proactive funding requests.

Expected benefits

IDV model helps forecast long-term inventory turnover, enabling smarter IDV utilization and proactive funding alignment to support sustained mission readiness.

System outputs

IDV model predicts which items will require IDVs for purchasing over the next 5 years by tier level will enable better utilization of IDVs overall and enable OSCM to proactively receive the necessary funding.

Technology

AI classification

Classical / predictive MLSource: Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relatio…

System name(s)

Not reported

Custom-developed code

Yes

Public source code

Not reported

Sourcing

How it was built

Contract and in-houseSource: c) Developed with both contracting and in-house resources

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

No

Privacy Impact Assessment

Not reported

Authorization to Operate

Yes

Demographic features

k) None of the above

Training and evaluation data

Used [name(s) removed] Data

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