DAIS 2.0 Questions.xlsx

XLSX spreadsheet 11 KB Posted Jul 6, 2023

Attached to: Data Analytics and Innovation Support 2. 0 Federal contract opportunity
Solicitation number: RFI-700003572
Issued by: Department of the Treasury Internal Revenue Service

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Written by GovTribe AI · Dec 20, 2023

This document contains a scope of capability demonstration requirements for a federal contract opportunity with the Internal Revenue Service. The contractor shall demonstrate capabilities including developing machine learning models from different data sources to identify anomalies and authenticate information. The contractor must also demonstrate experience building analytics tools and datasets, incorporating advanced analytics into business processes, and training IRS staff on new code and algorithms. The related solicitation is a request for information for data analytics and innovation support services under Solicitation Number RFI-700003572 issued by the Department of the Treasury Internal Revenue Service.

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File	Type	Posted
DRAFT - Performance Work Statement.pdf	PDF	Jul 6, 2023

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Sheet1

Scope	Capability Demonstration (Brief description of capability)	GSA Schedule	Business Size (Large/Small)	Social Economic Category (SB, WOSB, 8a, VOSB, HubZone…...)	Vendor Name	Vendor Address	Vendor Duns
Contractor shall demonstrate their ability to develop machine learning models that are specific to data characteristics that are within databases, scanned forms, .pdf forms, and charts.
Contractor shall demonstrate their ability to analyze data points and develop models and filter codes to identify anomalies within different forms received by the IRS.
Contractor shall demonstrate how they apply different types of statical data points to fraud, identity theft, anomalies, and authentication.
Contractor shall demonstrate how they have developed high level briefings to include charts, graphs, recommendations, outcomes, and risks related to potential schemes, current schemes, and risks to identifying those schemes.
Contractor shall demonstrate how they have developed high level briefings to include charts, graphs, recommendations, outcomes, and risks related to potential schemes, current schemes, and risks to identifying those schemes.
Contractor shall monitor existing Issue Recommender pilots, including identifying suitable control groups, performing comparative analysis of pilot results using both classical and Bayesian statistical methods, and identifying potential data discrepancies and working with stakeholders to resolve such discrepancies.
Contractor shall provide analytics software and hardware tools previously used, including but not limited to machine learning, modeling, and RPA, to automate and enhance manual processes and activities in existing business program areas.
Contractor shall demonstrate the ability to build blended data sets using internal and external data in a government data environment.
Contractor shall demonstrate the ability to incorporate advanced data analytics into existing business processes and legacy information technology.
Contractor shall demonstrate the ability to train IRS staff to run and maintain new code and/or algorithms in existing IRS computing environments.

File details come from the government source that posted it. Updated Jul 6, 2023.