Social Listening SaaS - MR Posting 6-3-2026.docx

Social Listening Software-as-a-Service TAC Number: VA-26-00060732

PRODUCT DESCRIPTION (PD) TEMPLATE

DEPARTMENT OF VETERANS AFFAIRS

Veterans Experience Office

Social Listening Software-as-a-Service / Customer Experience Management Tool PR-08865

Date: 06/03/2026

VA-26-00060732

PD Version Number: 1.0

Contents

PRODUCT REQUIREMENTS

VA requires Sprinklr or Brand Name Equal (BNE) Software-as-a-Service (SaaS) to improve visibility into Veteran sentiment and emerging issues occurring on social channels, preventing timely detection of service gaps or potential veteran crises. Today, a large volume of Veteran feedback is shared outside traditional VA channels (including VA-managed social media accounts) and may go unreported, leaving VA with an incomplete understanding of the Veteran experience. Crucially, this feedback may include valuable insights from Veterans who are not actively engaged with VA benefits and services. VA requires an enterprise social listening tool to monitor publicly available Veteran conversations about VA programs, services, and facilities. By aggregating publicly available data across platforms (e.g., Reddit, X, Facebook, and Bluesky), social listening enables near real-time identification of trends, spikes in negative sentiment, and urgent concerns. VA plans to integrate with other internal data sources in Customer Experience Insights data lake to enrich understanding of the end-to-end Veteran experience and support leadership reporting, service improvement prioritization, and more informed communications planning. When these data sources are coupled with existing sources, such as Veterans Signals (VSignals) survey response feedback, VA will be able to capture a more complete view that supports faster escalation and more informed decision-making.

VA requires the SaaS product to include natural language processing to classify topics, extract themes, summarize narratives, and support sentiment analysis across all open text comments that are ingested through social listening. VA requires the ability to design workflows to operationalize data identified in social listening through triage, assignment, escalation, and status tracking once data is ingested, VA will use artificial intelligence (AI) to support anomaly detection, which uses seasonality to flag unusual spikes in social data to determine where potential crises may be occurring. By surfacing and synthesizing feedback from social channels, VA’s Veteran Experience Office (VEO) will be able to better identify issues that are impacting Office of Management and Budget (OMB) A-11 drivers and target interventions that improve Veteran outcomes, particularly timeliness, ease of process, and issue resolution. VA intends to use data captured via this SaaS solution to enable enhanced decision efficiency and quality for service improvements by providing near real-time, evidence-based insight into what issues are occurring, where they’re occurring, who is impacted, and what is driving sentiment across social channels.

Sprinklr or Brand Name Equal SaaS tool shall meet all the salient characteristics identified in PD Section 1.1, 1.2, and in accordance with the table below. This effort shall have a 12-month base period with four (4) 12-month option periods, five (5) optional tasks in the base year, and five (5) optional tasks in the Option Years for continuous access to Sprinklr or BNE.

BASE PERIOD

OPTIONAL TASKS (Base Period)

OPTION PERIOD ONE

OPTIONAL TASKS (Option Period One)

OPTION PERIOD TWO

OPTIONAL TASKS (Option Period One)

OPTION PERIOD THREE

OPTIONAL TASKS (Option Period One)

OPTION PERIOD FOUR

OPTIONAL TASKS (Option Period One)

MINIMUM REQUIREMENTS AND SALIENT CHARACTERISTICS

The Contractor shall propose a SaaS Product that meets the minimum features/capabilities detailed below:

SOFTWARE-AS-A-SERVICE

The Sprinklr or BNE (SaaS) tool shall:

· Run on a cloud infrastructure and shall be accessible from various client devices through either a thin client interface, such as a web browser (e.g., web-based email) or a program interface.

· Not require download of software to VA computers.

· Not require VA to manage or control the underlying cloud infrastructure including network, servers, operating systems, storage or individual application capabilities.

· Be vendor or third-party hosted and require no servers within VA. There is no interface required to be developed or customization to the vendor hosted solution being requested.

ESSENTIALS – EnTERPRISE USERS (OPTIONAL TASK) If exercised by the Government, the Contractor shall provide user access (one seat per user license) to advanced, AI-powered social media management and customer experience (CX) software for large teams (publishing, engagement, reporting, listening).

LOCATION INSIGHTS (OPTIONAL TASK)

If exercised by the Government, the Contractor shall provide location-specific (facility-level) feedback locally, regionally, and globally across rating domains (TripAdvisor, Yelp, Google, etc.).

SAndbox – silver (optional task) If exercised by the Government, the Contractor shall provide a single standard sandbox for isolated development, testing and training.

SOCIAL LISTENING Mentions PACKAGE 1M (OPTIONAL TASK) If exercised by the Government, the Contractor shall provide up to one (1) million social media mentions, which measures the volume, context and sentiment of online conversations across the organization.

SOCIAL LISTENING Mentions PACKAGE 5M (OPTIONAL TASK) If exercised by the Government, the Contractor shall provide up to five (5) million social media mentions, which measures the volume, context and sentiment of online conversations across the organization.

1.1 SAAS FEDRAMP ASSESSMENT AND AUTHORIZATION AND CONTINUOUS MONITORING REQUIREMENTS

1.1.1 IF THE SOLUTION IS NOT FedRAMP AUTHORIZED:

1. The information system solution selected by the Contractor shall comply with the Federal Information Security Management Act (FISMA).

2. The Contractor shall comply with FedRAMP requirements at the Low Impact Level, as mandated by Federal laws and policies, including making available any documentation, physical access, and logical access needed to support this requirement.

3. The Contractor shall provide a SaaS product as defined by the following criteria: Software as a Service (SaaS) is an application delivery model in which the application is hosted on a cloud infrastructure outside the security boundary of VA and is provided to the Cloud Service Customer (CSC) over the internet. The CSC uses the SaaS offering via a thin-client interface, such as a web-browser or a program interface. The CSC subscribes to the SaaS offering and is only responsible for minor in-app customizations. The Cloud Service Provider (CSP) offering the application is responsible for management of the application, safeguarding of data stored or processed by the application, and all elements of the underlying infrastructure. Additionally, the CSP is responsible for all on-going compliance. In order to qualify as SaaS for use at VA, and to align with Federal Risk and Authorization Management Program (FedRAMP) requirements, the hosting for the offering must conform to the NIST 800-145 definition of Cloud Computing and thus contain following key characteristics:

· On-Demand Self-Service: The CSP fully automates the provisioning of both the customer interface and the underlying cloud components of the SaaS offering. In some cases, the CSP may provision internal resources manually, while providing the CSC an automated interface to request and track the service.

· Broad Network Access: The SaaS capabilities are available over the internet or over a network that is available from all access points the CSC requires. The SaaS offering is accessible through common platforms (e.g., mobile phones, tablets, laptops, and workstations).

· Resource Pooling: The computing infrastructure supporting the SaaS offering is shared among more than one CSC using a multi-tenant model, and resources are dynamically assigned depending on customer demand.

· Rapid Elasticity: Computing capabilities are automatically provisioned and released in a manner that scales with customer demand. In some cases, the scaling of resources may not be fully automated, but it should be fast enough to support the needs of the CSC, which the CSC would have to define.

· Measured Service: Resource usage, such as storage, processing, bandwidth, and user activity are measured and reported on in a manner that is relevant to the SaaS offering.

4. Following guidance from the Federal CIO, VA will utilize existing JAB ATO or agency ATO issued by another agency as a starting point for FedRAMP requirements. If neither of those exist, VA will sponsor The Cloud Service Provider for a FedRAMP Authorization. VA will be using the FedRAMP baselines as a starting point, since they are specifically tailored for cloud services.

5. The Contractor shall, where applicable, assist with the VA ATO Process to help achieve agency authorization of the cloud service or migrated application at the impact level required by VA to utilize the product. For this solution the required impact level is: Low Impact Level.

6. The Contractor shall comply with FedRAMP requirements surrounding data location within the Continental United States. FedRAMP specifies data location requirements in the High Baseline as part of control SA-9 (5); however, FedRAMP does not provide or specify data location requirements for other baselines.

7. The Contractor shall complete a FedRAMP System Security Plan (SSP) and supporting documentation including required attachments.

8. The Contractor shall work with a VA DTC Subject Matter Expert to develop and provide a VA system boundary diagram including any integration and connectivity components for VA use. This will be known as the VA Implementation Diagram (VAID) and will demonstrate the proposed implementation of this system at VA.

9. The Contractor shall complete a Third-Party Assessment Organization (3PAO) Security Assessment Plan (SAP).

10. The Contractor shall complete a 3PAO Security Assessment Report (SAR).

11. If new or unanticipated vulnerabilities are discovered by either VA or the Contractor, or if existing safeguards have ceased to function, the discoverer shall bring the situation to the attention of the other party within one hour in accordance with Addendum B, VA Information and Information System Security/Privacy Language.

12. The Contractor shall comply with FedRAMP data management requirements.

13. Successful issuance of a VA ATO will be required before live VA data can be used in the system.

14. The Contractor shall participate in FedRAMP Continuous Monitoring activities as outlined by FedRAMP’s Continuous Monitoring Strategy Guide found on the FedRAMP website.

15. The Contractor shall participate in monthly Agency and FedRAMP Sustainment meetings following the granting of a VA ATO.

16. The Contractor shall provide continuous monitoring activities including, but not limited to, scans, security artifacts, and provide Continuous Monitoring Monthly Scans and monthly Plan of Action and Milestones (POAM) reports as outlined by VA and FedRAMP requirements.

17. The Contractor shall provide a Monthly VA License Report of VA sites currently utilizing the cloud product post ATO award. The license report shall include the number of subscription licenses being utilized and the specific VA site where they’re in use.

Deliverables:

A. FedRAMP System Security Plan (SSP) and required Attachments B. VA Implementation Diagram C. 3PAO Security Assessment Plan (SAP) D. 3PAO Security Assessment Report (SAR) E. Plan of Action and Milestones Reports.

F. Monthly VA License Report

1.1.2 IF THE SOLUTION IS FedRAMP AUTHORIZED BUT NOT VA AUTHORIZED:

1. The information system solution selected by the Contractor shall comply with the Federal Information Security Management Act (FISMA).

2. The Contractor shall remain in compliance with FedRAMP requirements as mandated by Federal laws and policies, including making available any documentation, physical access, and logical access needed to support this requirement.

3. The system must be FedRAMP Authorized at no less than the Low Impact Level

4. The Contractor shall, where applicable, assist with the VA ATO Process to help achieve agency authorization of the cloud service or migrated application.

5. The Contractor shall provide confirmation of the completion of its FedRAMP System Security Plan (SSP) and supporting documentation by providing, to the VA PM, COR, and DTC, its repository ID number and associated link for VA to download the SSP and all required artifacts within five calendar days of contract award.

6. The Contractor shall work with a VA DTC Subject Matter Expert to develop and provide a VA specific system boundary diagram including any integration and connectivity components for VA use. This will be known as the VA Implementation Diagram (VAID) and will demonstrate the proposed implementation of this system at VA.

7. The Contractor shall provide the results of their most recent Third-Party Assessment Organization (3PAO) Security Assessment Plan (SAP).

8. The Contractor shall complete a 3PAO Security Assessment Report (SAR).

9. The Contractor shall provide VA with the most recent monthly scans for the production environment within the authorization boundary and their scan upload schedule for FedRAMP within 30 calendar days of contract award.

10. The Contractor shall provide their availability to participate in monthly continuous monitoring meetings to be scheduled following successful VA ATO within 30 calendar days of contract award.

11. If new or unanticipated vulnerabilities are discovered by either VA or the Contractor, or if existing safeguards have ceased to function, the discoverer shall bring the situation to the attention of the other party within one hour in accordance with Addendum B, VA Information and Information System Security/Privacy Language.

12. The Contractor shall comply with FedRAMP data management requirements.

13. Successful issuance of a VA ATO will be required before live VA data can be used in the system.

14. The Contractor shall participate in FedRAMP Continuous Monitoring activities as outlined by FedRAMP’s Continuous Monitoring Strategy.

15. The Contractor shall participate in monthly Agency and FedRAMP Sustainment meetings following the granting of a VA ATO.

16. The Contractor shall provide continuous monitoring activities including, but not limited to scans, security artifacts, and provide Continuous Monitoring Monthly Scans and monthly Plan of Action and Milestones (POAM) reports as outlined by VA and FedRAMP requirements.

17. The Contractor shall provide a Monthly VA License Report of VA sites currently utilizing the cloud product post ATO award. The license report shall include the number of subscription licenses being utilized and the specific VA site where they’re in use.

Deliverables:

A. VA Implementation Diagram B. 3PAO Security Assessment Plan (SAP) C. 3PAO Security Assessment Report (SAR) D. Plan of Action and Milestones Reports E. Monthly VA License Report

1.1.3 IF THE SOLUTION IS FedRAMP AUTHORIZED AND VA AUTHORIZED:

1. The information system solution selected by the Contractor shall comply with the Federal Information Security Management Act (FISMA) and have a current VA authorization.

2. The Contractor shall remain in compliance with FedRAMP requirements as mandated by Federal laws and policies, including making available any documentation, physical access, and logical access needed to support this requirement.

3. The FedRAMP Authorization level and existing VA ATO should be no less than the level required for this use case which has been defined as Low Impact Level.

4. The Contractor shall, where applicable, assist with the VA ATO Sustainment Process to help maintain health and quality of agency authorization of the cloud service or migrated application.

5. The Contractor shall exclusively provide subscription licenses to FedRAMP authorized and VA authorized environments.

6. If new or unanticipated vulnerabilities are discovered by either VA or the Contractor, or if existing safeguards have ceased to function, the discoverer shall bring the situation to the attention of the other party within one hour in accordance with Addendum B, VA Information and Information System Security/Privacy Language. VA Privacy and Security deliverables as directed by the VA System owner.

7. The Contractor shall comply with FedRAMP data management requirements.

8. Successful issuance of a VA ATO will be required before live VA data can be used in the system.

9. The Contractor shall participate in FedRAMP Continuous Monitoring activities as outlined by FedRAMP’s Continuous Monitoring Strategy Guide found on the FedRAMP Website.

10. The Contractor shall provide continuous monitoring activities including, but not limited to, scans, security artifacts, and provide Continuous Monitoring Monthly Scans and monthly Plan of Action and Milestones (POAM) reports as outlined by FedRAMP requirements.

11. The Contractor shall participate in monthly Agency and FedRAMP Sustainment meetings following the granting of a VA ATO.

12. The Contractor shall provide a Monthly VA License report of VA sites currently utilizing the cloud product post ATO award. The license report shall include the number of subscription licenses being utilized and the specific VA site where they’re in use.

Deliverables:

A. Continuous Monitoring Monthly Scans B. Plan of Action and Milestones Reports.

C. Monthly VA License Report

NOTICE OF THE FEDERAL ACCESSIBILITY LAW AFFECTING ALL INFORMATION AND COMMUNICATION TECHNOLOGY (ICT) PROCUREMENTS (SECTION 508)

On January 18, 2017, the Access Board issued a final rule that updated accessibility requirements covered by Section 508 and refreshed guidelines for telecommunications equipment subject to Section 255 of the Communications Act. The final rule went into effect on January 18, 2018. The revisions and updates to the Section 508-based standards and Section 255-based guidelines are intended to ensure that information and communication technology (ICT) covered by the respective statutes is accessible to and usable by individuals with disabilities.

SECTION 508 – INFORMATION AND COMMUNICATION TECHNOLOGY (ICT) STANDARDS

The Section 508 standards established by the Access Board are incorporated into, and made part of all VA orders, solicitations and purchase orders developed to procure ICT. These standards are found in their entirety at: Revised 508 Standards and 255 Guidelines (access-board.gov). A single PDF file version of the Revised Section 508 Standards and 255 Guidelines will be supplied upon request, or can be obtained from the Access Board website. Federal agencies must comply with the Rehabilitation Act of 1973, as amended.

The Contractor shall comply with “508 Chapter 2: Scoping Requirements” for all electronic ICT and content delivered under this contract. Specifically, as appropriate for the technology and its functionality, the Contractor shall comply with the technical standards marked here:

COMPATABILITY WITH ASSISTIVE TECHNOLOGY

The standards do not require installation of specific accessibility-related software or attachment of an assistive technology device. Section 508 requires that ICT be compatible with such software and devices so that ICT can be accessible to and usable by individuals using assistive technology, including but not limited to screen readers, screen magnifiers, and speech recognition software.

ACCEPTANCE AND ACCEPTANCE TESTING

Deliverables resulting from this solicitation will be accepted based in part on satisfaction of the Section 508 Chapter 2: Scoping Requirements standards identified above.

The Government reserves the right to test for Section 508 Compliance before delivery. The Contractor shall be able to demonstrate Section 508 Compliance upon delivery.

INFORMATION TECHNOLOGY USING SUSTAINABLE PRODUCTS

The Contractor shall comply with Sections 524 and Sections 525 of the Energy Independence and Security Act of 2007; Section 104 of the Energy Policy Act of 2005; Executive Order 14148, “Initial Rescissions of Harmful Executive Orders and Actions,” dated January 20, 2025; Executive Order 13221, “Energy-Efficient Standby Power Devices,” dated August 2, 2001; and the Revolutionary Federal Acquisition Regulation (FAR) Overhaul (RFO) to provide ENERGY STAR® certified and Federal Energy Management Program (FEMP) Designated Low Standby Power information technology products, see https://www.energy.gov/femp/search-energy-efficient-products. See http://www.energystar.gov for complete product specifications and updated lists of Energy Star certified products. FEMP low standby power product listing can be found at https://www.energy.gov/femp/low-standby-power-product-list.

The Contractor shall provide products that meet the definition of sustainable products if the products are delivered to the Government; furnished by the Contractor for use by the Government, incorporated into the construction of a public building or public work, or acquired by the Contractor for use in performing services under a Government contract where the cost of the products is a direct cost to a Government contract (versus costs which are normally applied to a contractor's general and administrative expenses or indirect costs).

Specifically, the Contractor shall provide sustainable products under this contract in accordance with RFO 52.223-23 (NOV 2025). The applicable products with their associated certification and/or designation required (e.g. Energy Star, FEMP Low Standby Power) are identified within the product requirements specifications in this PD. The Contractor shall self-certify that its proposed products meet the certification(s) and/or designation(s) specified.

GENERAL REQUIREMENTS

VA TECHNICAL REFERENCE MODEL

The Contractor shall comply with the VA OIT Technical Reference Model (VA TRM). Compliance with the VA TRM is achieved by using only technologies and standards that are listed as approved for use in the VA TRM. The Contractor shall provide all necessary information requested by VA to ensure TRM approval is obtained prior to use on VA’s network.

ZERO TRUST – VA CRITICAL SECURITY CONTROLS

VA has established minimum mandatory security requirements and requires that any network connected software system or service must meet the VA Critical Security Controls as outlined in the VA Memorandum, “VA Security Controls”, https://www.voa.va.gov/DocumentView.aspx?DocumentID=5010. VA Critical Security Controls identify the minimum mandatory requirements that must be implemented across all VA enterprise infrastructure, cloud computing environments, information systems, networks, and specialized devices (medical devices/systems, special-purpose systems, and research scientific computing devices) that process, store, and/or transmit VA data. Effective July 1, 2025, the Contractor shall implement these VA Critical Security Controls, within any network connected software system or service prior to being authorized for use in the VA. This functional requirement is not negotiable, and Plan of Action & Milestones (POAM) will not be accepted in the event these controls cannot be implemented for new systems. Critical Security Controls are intended to increase VA’s security posture and provide security and privacy risk visibility into the VA network and is not a new requirement. The Contractor’s failure to maintain these VA Critical Controls after implementation will result in VA discontinuing the use of the system.

SOCIAL SECURITY NUMBER (SSN) REDUCTION

The Contractor solution shall support the Social Security Number (SSN) Fraud Prevention Act (FPA) of 2017 which prohibits the inclusion of SSNs on any document sent by mail. The Contractor support shall also be performed in accordance with Section 240 of the Consolidated Appropriations Act (CAA) 2018, enacted March 23, 2018, which mandates VA to discontinue using SSNs to identify individuals in all VA information systems as the Primary Identifier. The Contractor shall ensure that any new IT solution discontinues the use of SSN as the Primary Identifier to replace the SSN with the Integrated Control Number (ICN) in all VA information systems for all individuals. The Contractor shall ensure that all Contractor delivered applications and systems integrate with the VA Master Person Index (MPI) for identity traits to include the use of the ICN as the Primary Identifier. The Contractor solution may only use a Social Security Number to identify an individual in an information system if and only if the use of such number is required to obtain information VA requires from an information system that is not under the jurisdiction of VA.

INTERNET PROTOCOL VERSION 6 (IPV6)

The Contractor solution shall support IPv6-Only based upon the memo issued by the Office of Management and Budget (OMB) on November 19, 2020 (https://www.whitehouse.gov/wp-content/uploads/2020/11/M-21-07.pdf). Which defines IPv6-only as the state of an operational system or service when IPv4 protocol functions (addressing, packet forwarding) are not in use. The NIST USGv6 profile defines technical requirements for a product to be capable of operating in IPv6-Only environments. IPv6-Only technology, in accordance with the USGv6 Program (https://www.nist.gov/programs-projects/usgv6-program/usgv6-revision-1), NIST Special Publication (SP) 500-267B Revision 1 “USGv6 Profile” (https://doi.org/10.6028/NIST.SP.500-267Br1), and NIST SP 800-119 “Guidelines for the Secure Deployment of IPv6” (https://doi.org/10.6028/NIST.SP.800-119), compliance shall be included in all IT infrastructures, application designs, application development, operational systems and sub-systems, and their integration. In addition to the above requirements, all devices, applications, and systems shall support all applicable functionality on native IPv6-Only as well as dual stack (IPv6 / IPv4) connectivity without additional memory or other resources being provided by the Government, so that they can function in a mixed environment. All public/external facing servers and services (e.g., web, email, DNS, ISP services, etc.) shall support native IPv6-Only and dual stack (IPv6 / IPv4) users and all internal infrastructure and applications shall support using native IPv6-Only and dual stack (IPv6 / IPv4) for all functionality and operations.

TRUSTED INTERNET CONNECTION (TIC)

The Contractor solution shall meet the requirements outlined in Office of Management and Budget Memorandum M-19-26, “Update to the Trusted Internet Connections (TIC) Initiative“ (https://www.whitehouse.gov/wp-content/uploads/2019/09/M-19-26.pdf), VA Directive 6513 “Secure External Connections”, and shall comply with the TIC 3.0 Core Guidance Documents, including all Volumes and TIC Use Cases, found at the Cybersecurity & Infrastructure Security Agency (CISA) (https://www.cisa.gov/publication/tic-30-core-guidance-documents.)

GENERATIVE ARTIFICIAL INTELLIGENCE REQUIREMENTS

If Artificial Intelligence (AI) is part of the Contractor system/solution, the Contractor shall be in compliance with E.O. 13960 and 14319, OMB Memorandums M-25-21, M-25-22, and M-26-04, and VA Directive and Handbook 6500 to support VA in trustworthy, secure, responsible, accountable, Truth Seeking, and Ideologically Neutral AI innovation.

No web-based, publicly available generative AI service has been approved for use with VA-sensitive data including, but not limited to OpenAI’s ChatGPT, Microsoft’s Copilot, Google’s Gemini, and Anthropic’s Claude. No PII, protected health information (PHI), or VA-sensitive data should be entered into these unapproved services. The entire definition of VA Sensitive Data can be found at 38 U.S.C. § 5727 (23). The Contractor shall protect VA Sensitive data from unauthorized disclosure or use, and from being used to train or improve the functionality of the vendor's commercial offerings without express permission from VA. Only VA-hosted instances of generative AI services may be approved for use with VA-sensitive data.

The Contractor shall deliver the services, technical data, configurations, models, weights, documentation or other information, including source code, developed during contract performance. The Contractor, in collaboration with VA, must evaluate the output of any AI tool for accuracy prior to using the output in VA efforts. All data, including models, weights, algorithms, and outputs generated using either Government-furnished data or data first developed under this contract shall be the property of the Government with unlimited rights as defined by FAR 52.227-14. The Contractor shall also deliver any custom-developed code developed with AI methodologies in accordance with the SHARE IT Act, if applicable. VA shall also retain unlimited rights to any improvements to that data, including the continued design, development, testing, and operation of AI systems and/or systems utilizing AI.

The Contractor shall ensure that all AI Systems, including Large Language Models (LLM), whether standalone LLMs or integrated into broader software platforms, procured under this effort and/or used in performance of this contract complies with the Unbiased AI Principles as defined in Executive Order 14319 and OMB Memorandum M-26-04, e.g. Truth Seeking and Ideologically Neutral, as applicable to the intended use of the system.

The Contractor shall ensure that AI System/LLM generated outputs are truthful in responding to user prompts seeking factual information or analysis, prioritize historical accuracy, scientific inquiry, and objectivity, as well as acknowledge uncertainty where reliable information is incomplete or contradictory and do not fabricate, hallucinate, or present unverifiable information as fact.

The Contractor shall ensure that LLMs and AI outputs are neutral, nonpartisan tools that do not manipulate responses in favor of ideological dogmas such as Diversity, Equity, and Inclusion (DEI). The Contractor shall ensure that the LLMs, including the AI System, are not intentionally encoded with partisan or ideological judgments within an AI System’s/LLM’s outputs unless those judgments are prompted by or otherwise readily accessible to the end user.

Compliance with the AI requirements of this contract, including adherence to the Unbiased AI Principles, Truth-Seeking and Ideological Neutrality requirements, disclosure obligations, monitoring and reporting requirements, and corrective action responsibilities, is a material condition of eligibility for payment and continued performance. In accordance with OMB Memorandum M-26-04, failure to comply with these requirements, or refusal to take timely and appropriate corrective action to remedy identified noncompliance, may constitute a material breach of contract and may result in remedies consistent with the terms of the contract and applicable law including but not limited to withholding of payment, termination for cause/default, or other appropriate contractual remedies, as determined by the Contracting Officer.

All AI for delivery and/or use in performance of the contract shall adhere to the VA Trustworthy AI Framework, available at https://department.va.gov/ai/trustworthy/. Once the Contractor has obtained CO authorization to use specific AI in contract performance, the Contractor shall provide the COR a signed Statement of Attestation prior to AI implementation as identified in the Artificial Intelligence in VA Contracts clause, to include its associated list of AI being used in contract performance.

Deliverable:

1. Statement of Attestation

AI SYSTEM/LLM DEVELOPMENT AND OPERATION DOCUMENTATION REQUIREMENTS

To enable Government continued assessment of compliance with Trustworthy AI requirements and both Unbiased AI Principles, Truth-seeking and Ideological Neutrality, in accordance with OMB M-26-04, the Contractor shall provide AI System/LLM Development and Operation Documentation Package to include, at a minimum:

1. Acceptable Use Policy The Contractor shall provide an Acceptable Use Policy document governing its AI operation that characterizes and differentiates appropriate and inappropriate use of their product offering

1. Model Cards, System Cards and/or Data Cards The Contractor shall provide documentation describing essential information about the model, system, and or data as it relates to the AI/LLM product offering. The documentation shall address summaries of training process, identified risks and mitigations, and model evaluation scores on LLM benchmarks at a minimum, where appropriate

1. End User Resources The Contractor shall provide documentation to include product tutorials, developer guides, and/or other tools to assist VA in ensuring proper use of the AI/LLM to maximize utility

1. Mechanism for End User Feedback The Contractor shall provide documentation describing the mechanism employed to provide feedback to the Offeror on outputs identified that violate the Unbiased AI Principles. This may be satisfied by a general inbox, specific Point of Contact, or similar feedback mechanism.

1. Pre-Training and Post-Training Activities of the AI System/LLM The Contractor shall provide documentation of Pre-Training and Post Training Activity that provides details on:

4. Actions taken that impact the factuality and grounding of AI System/LLM outputs

4. System-level prompts that provide natural language instructions to the model specifying guidelines on responding to user-generated queries, to include how a model responds when reliable information is incomplete, contradictory, or subject to individual interpretation

4. The type of outputs restricted via content moderation and safety filters

4. The use of red teaming as a means of continuously assessing the model to protect against incidents of bias in generated output.

4. Training or development, if any, that occurred outside the United States, to include the type of activity and the country in which it occurred.

4. Any modifications or configurations undertaken to comply with any regulation from a government other than the U.S. Federal Government.

1. Model Evaluation Results and Methodologies The Contractor shall provide documentation describing the Evaluation Results of bias evaluations conducted by the Vendor to include the methodology for performing such tests (e.g., testing prompt pairs for politically oriented topics).

The documentation shall also include Benchmark scoring results measuring the model’s bias, helpfulness, honesty, or accuracy when provided with ambiguous versus straightforward questions. (Including any benchmarks comparing performance across multiple languages, where applicable).

1. Description of Enterprise-Level Controls The Contractor shall provide documentation describing the Enterprise Governance tools and controls, such as:

6. Customizable system instructions that are additive to a base model’s system prompts or content generation filters.

6. Product features that require a model to cite sources of its outputs or otherwise provide visibility into the provenance of the model’s outputs.

6. AI System/LLM model evaluation tools that enable comparisons either between a model’s outputs, or across various models.

1. Third Party Modification Disclosure The Contractor shall disclose of any additional controls to modify an AI Model’s/LLM’s output applied by the Contractor if the Contractor is not a direct developer of the LLM (e.g., classifiers, system prompts, fine-tuning, content moderation and filters, etc.)

Deliverable:

A. AI System/LLM Development and Operation Documentation Package

MONITORING, REPORTING, AND CORRECTIVE ACTION

The Contractor shall develop and implement a Compliance Monitoring and Reporting Plan supporting ongoing monitoring processes to evaluate AI outputs for compliance with Trustworthy AI and Unbiased AI principles. This plan shall include the mechanism for authorized users to provide end user feedback to report suspected violations of Truth-Seeking or Ideological Neutrality requirements.

The Contractor shall notify the COR within 10 business days of identifying any material deviation from these principles and shall submit a written Corrective Action Plan describing mitigation steps, responsible parties, and timelines. Any material deviation, corrective action taken, and results shall be detailed in the Monthly Progress Reports.

Deliverable:

1. Compliance Monitoring and Reporting Plan

1. Corrective Action Plan

AI MODEL UPDATES AND CHANGE DISCLOSURES

The Contractor, in an AI Model/LLM Change Disclosure, shall notify the Government…