Cross-Agency Discovery · Federal AI Intelligence

Cross-agency discovery

Find use cases in other agencies that describe similar problems, outputs or functions. The engine produces candidates and questions for a human reviewer. It never declares that two systems can be shared.

Three levels are kept apart. Similar use cases and potentially reusable capabilities can be suggested from the inventory. Validated reuse opportunities need evidence the inventory does not hold: technical compatibility, data access, legal authority and operational fit.

Start from a use case

Capability clusters

Operational functions reported by several agencies

DeployedPilotPre-deploymentRetiredNot reported

Summarization · 29 agencies

Summarization
Deployed: 56 (29.2%)Summarization
Pilot: 38 (19.8%)Summarization
Pre-deployment: 81 (42.2%)Summarization
Retired: 5 (2.6%)Summarization
Not reported: 12 (6.3%)

192

Chatbot or virtual assistant · 27 agencies

Chatbot or virtual assistant
Deployed: 65 (29.1%)Chatbot or virtual assistant
Pilot: 37 (16.6%)Chatbot or virtual assistant
Pre-deployment: 98 (43.9%)Chatbot or virtual assistant
Retired: 16 (7.2%)Chatbot or virtual assistant
Not reported: 7 (3.1%)

223

Translation and transcription · 24 agencies

Translation and transcription
Deployed: 60 (40.0%)Translation and transcription
Pilot: 19 (12.7%)Translation and transcription
Pre-deployment: 55 (36.7%)Translation and transcription
Retired: 8 (5.3%)Translation and transcription
Not reported: 8 (5.3%)

150

Software development assistance · 23 agencies

Software development assistance
Deployed: 15 (15.6%)Software development assistance
Pilot: 20 (20.8%)Software development assistance
Pre-deployment: 38 (39.6%)Software development assistance
Retired: 3 (3.1%)Software development assistance
Not reported: 20 (20.8%)

Search and knowledge retrieval · 22 agencies

Search and knowledge retrieval
Deployed: 33 (25.0%)Search and knowledge retrieval
Pilot: 21 (15.9%)Search and knowledge retrieval
Pre-deployment: 72 (54.5%)Search and knowledge retrieval
Retired: 4 (3.0%)Search and knowledge retrieval
Not reported: 2 (1.5%)

132

Document processing and extraction · 21 agencies

Document processing and extraction
Deployed: 59 (45.0%)Document processing and extraction
Pilot: 20 (15.3%)Document processing and extraction
Pre-deployment: 46 (35.1%)Document processing and extraction
Retired: 6 (4.6%)

131

Forecasting and prediction · 19 agencies

Forecasting and prediction
Deployed: 33 (25.0%)Forecasting and prediction
Pilot: 26 (19.7%)Forecasting and prediction
Pre-deployment: 56 (42.4%)Forecasting and prediction
Retired: 5 (3.8%)Forecasting and prediction
Not reported: 12 (9.1%)

132

FOIA and records management · 17 agencies

FOIA and records management
Deployed: 26 (54.2%)FOIA and records management
Pilot: 5 (10.4%)FOIA and records management
Pre-deployment: 14 (29.2%)FOIA and records management
Retired: 3 (6.3%)

Cyber threat detection · 16 agencies

Cyber threat detection
Deployed: 19 (39.6%)Cyber threat detection
Pilot: 5 (10.4%)Cyber threat detection
Pre-deployment: 19 (39.6%)Cyber threat detection
Retired: 2 (4.2%)Cyber threat detection
Not reported: 3 (6.3%)

Procurement and acquisition · 15 agencies

Procurement and acquisition
Deployed: 11 (26.8%)Procurement and acquisition
Pilot: 5 (12.2%)Procurement and acquisition
Pre-deployment: 24 (58.5%)Procurement and acquisition
Not reported: 1 (2.4%)

Risk scoring and triage · 14 agencies

Risk scoring and triage
Deployed: 37 (50.7%)Risk scoring and triage
Pilot: 8 (11.0%)Risk scoring and triage
Pre-deployment: 27 (37.0%)Risk scoring and triage
Retired: 1 (1.4%)

Public-facing customer service · 13 agencies

Public-facing customer service
Deployed: 13 (29.5%)Public-facing customer service
Pilot: 5 (11.4%)Public-facing customer service
Pre-deployment: 24 (54.5%)Public-facing customer service
Retired: 1 (2.3%)Public-facing customer service
Not reported: 1 (2.3%)

Image and video analysis · 12 agencies

Image and video analysis
Deployed: 34 (29.3%)Image and video analysis
Pilot: 18 (15.5%)Image and video analysis
Pre-deployment: 49 (42.2%)Image and video analysis
Retired: 2 (1.7%)Image and video analysis
Not reported: 13 (11.2%)

116

Clinical and medical · 11 agencies

Clinical and medical
Deployed: 92 (47.4%)Clinical and medical
Pilot: 17 (8.8%)Clinical and medical
Pre-deployment: 77 (39.7%)Clinical and medical
Retired: 8 (4.1%)

194

Fraud, waste and improper payments · 11 agencies

Fraud, waste and improper payments
Deployed: 15 (48.4%)Fraud, waste and improper payments
Pilot: 1 (3.2%)Fraud, waste and improper payments
Pre-deployment: 13 (41.9%)Fraud, waste and improper payments
Retired: 1 (3.2%)Fraud, waste and improper payments
Not reported: 1 (3.2%)

HR and workforce · 10 agencies

HR and workforce
Deployed: 10 (47.6%)HR and workforce
Pilot: 2 (9.5%)HR and workforce
Pre-deployment: 8 (38.1%)HR and workforce
Retired: 1 (4.8%)

Biometrics and identity · 8 agencies

Biometrics and identity
Deployed: 39 (81.3%)Biometrics and identity
Pilot: 4 (8.3%)Biometrics and identity
Pre-deployment: 5 (10.4%)

Claims and case processing · 8 agencies

Claims and case processing
Deployed: 14 (40.0%)Claims and case processing
Pilot: 3 (8.6%)Claims and case processing
Pre-deployment: 17 (48.6%)Claims and case processing
Retired: 1 (2.9%)

Where some agencies report a function as deployed and others are still piloting or acquiring it, there may be room to share experience. Function tags come from keyword rules on names, problems and outputs; see methodology.

Closest cross-agency pairs

74 strong or moderate pairs

Score	Use case A	Use case B
0.99	LexisNexis FHFA · Deployed	LexisNexus NIGC · Deployed
0.94	WestLaw FHFA · Deployed	LexisNexus NIGC · Deployed
0.65	Development of digital twin technologies for climate prediction NASA · Pre-deployment	A Digital Twin for In-silico Spatiotemporally-resolved Experiments DOE · Pre-deployment
0.61	Streamflow Duration Assessment Modeling EPA · Deployed	Pacific Northwest Stream Flow Permanence [2024 INV#WO0000000109137] DOI · Deployed
0.56	Plum Island handwriting and text extraction from scanned pdfs USDA · Pre-deployment	Named Entity Recognition DOJ · Deployed
0.54	Spending Analysis and Budget Execution Risk (SABER) Model DHS · Pre-deployment	ORNL: AI for Advanced Manufacturing DOE · Pre-deployment
0.51	Spending Analysis and Budget Execution Risk (SABER) Model DHS · Pre-deployment	ORNL: AI for Bio and Health Sciences DOE · Pre-deployment
0.49	Deep Learning for Flood Mapping (DELTA) NASA · Retired	Deep Learning based image segmentation [2024 INV#WO0000000107975] DOI · Pilot
0.47	Rangelands Water Monitoring and Forecasting System NASA · Pre-deployment	Using advanced computing techniques for mobile monitoring platforms [2024 INV#WO0000000109492] DOI · Pre-deployment
0.47	Autonomous Science and Technology for Responsive Adaptation (ASTRA) NASA · Pre-deployment	ORNL: AI for Advanced Manufacturing DOE · Pre-deployment
0.47	Court Reporting and Testimony Management Platform DOT · Pre-deployment	OCR and Translation DOJ · Deployed
0.46	Image processing DOJ · Pre-deployment	AGFA DR 800 with MUSICA Dynamic VA · Deployed
0.45	Generalized time-series anomaly detection for rapid data survey of in-situ observations NASA · Pre-deployment	Sediment Transport in Coastal Environments [2024 INV#WO0000000108118] DOI · Pilot
0.45	Semi-Automatic Landslide Detection (SALaD) NASA · Pre-deployment	Machine Learning for geophysical data inversion DOE · Deployed
0.44	Simultaneous emulation and downscaling of modeled soil state variables with machine learning NASA · Pre-deployment	App for predicting soil temperature during prescribed burns USDA · Pilot
0.43	Autonomous Science and Technology for Responsive Adaptation (ASTRA) NASA · Pre-deployment	ORNL: AI for Bio and Health Sciences DOE · Pre-deployment
0.43	Medicare AI Drug Search HHS · Pilot	IVR Automated Voice Assistant FTC · Deployed
0.43	Marketplace Qualified Health Plan Benefit AI Assistant (discovery) HHS · Pre-deployment	IVR Automated Voice Assistant FTC · Deployed
0.42	LexisNexis FHFA · Deployed	Bloomberg (AI Assisted Legal Research) DOJ · Pre-deployment
0.42	WestLaw FHFA · Deployed	Bloomberg (AI Assisted Legal Research) DOJ · Pre-deployment
0.42	LexisNexus NIGC · Deployed	Bloomberg (AI Assisted Legal Research) DOJ · Pre-deployment
0.42	Expansion of Generative AI (GenAI) Caption Generation for all Collections Videos HHS · Pilot	Raytheon Multimedia Monitoring System (M3S) DOE · Deployed
0.42	Simultaneous emulation and downscaling of modeled soil state variables with machine learning NASA · Pre-deployment	Soil Moisture Modeling DOE · Pilot
0.42	Sub-Saharan West Africa Land Cover Change NASA · Pre-deployment	Machine learning-based landscape feature classification using satellite and airborne imagery [2024 INV#WO0000000108791; 2024 INV#WO0000000108794] DOI · Pilot
0.41	Voiceover App USDA · Pre-deployment	Wellsaid DOJ · Deployed

Some top pairs are near-identical licence entries (for example, the same legal research product). They are correct matches but not reuse opportunities.

Summarization: 192 use cases

Grouped by agency, deployed first

Agency	Use case	Stage	Sourcing
DHS	License Plate Capture and Analysis	Deployed	vendor
DHS	Dark Web Threat Intelligence for Cyber Investigations	Deployed	vendor
DHS	ChatCBP	Deployed	in-house
DHS	GenAI for Document Summarization and Content Generation	Deployed	both
DHS	Cybersecurity Threat Management, Detection, and Response	Deployed	vendor
DHS	ESEC Inquiry (STORM) Summarization	Deployed	both
DHS	AskTSA	Deployed	vendor
DHS	LIGER Generative AI Toolkit	Pilot	vendor
DHS	Smartphone Information Forensics Triage	Pre-deployment	Not reported
DHS	Electronic Evidence/Video Recording Transcription and Summarization Tool	Pre-deployment	Not reported
DHS	Semantic Search and Summarization for Investigative Data	Pre-deployment	Not reported
DHS	Business Automation and Improved Search Ability with AI	Pre-deployment	Not reported
DHS	Border Infrastructure Center of Excellence AI (BICE AI)	Pre-deployment	Not reported
DHS	Draft Tailored Summaries of Media Materials for Different Publication Channels	Pre-deployment	Not reported
DHS	Semantic Search, Summarization, and Data/Spatial Visualization for NCR Watch COP/Dashboard	Pre-deployment	Not reported
DHS	Title III Semantic Search and Summarization for Translated Content	Pre-deployment	Not reported
DHS	AI-Assisted eDiscovery Search	Pre-deployment	Not reported
DOC	Meeting Transcription Summarization	Not reported	Not reported
DOC	NTIA Grants Portal (NGP) - AI Summarization, Analytics, and Automations	Not reported	Not reported
DOC	USAi.gov	Not reported	Not reported
DOE	Lex Natural Language Interface	Deployed	in-house
DOE	AskOEDI	Deployed	in-house
DOE	PDF Analyzer	Deployed	both
DOE	AskPRIMR	Deployed	in-house
DOE	Energy Wizard	Deployed	in-house
DOE	AskGDR	Deployed	in-house
DOE	LivChat	Deployed	in-house
DOE	OpenAI ChatGPT Pilot	Pilot	vendor
DOE	EDMS Admin	Pilot	both
DOE	xAI Grok Pilot	Pilot	vendor
DOE	Microsoft Copilot Pilot	Pilot	vendor
DOE	Microsoft Co-Pilot	Pilot	vendor
DOE	Anthropic Claude Pilot	Pilot	vendor
DOE	ChatSRS	Pre-deployment	in-house
DOI	CHS Q Business AI Assistant (theKraken)	Pilot	in-house
DOI	BIA-GEO Assist	Pilot	in-house
DOI	Summarization of documents and output to ECOSphere species workflow [2024 INV#DOI-63]	Pre-deployment	Not reported
DOI	Assessment Inventory and Monitoring (AIM) Chatbot	Pre-deployment	Not reported
DOI	Atlas.ti (Qualitative Data Analysis Software)	Pre-deployment	Not reported
DOI	ePermits: Cognitive Search Capability	Pre-deployment	Not reported
DOJ	Controlled Substances Act (CSA): Automation of Reports and Consolidated Orders System (ARCOS) Data Summarization	Deployed	both
DOJ	Symphony AD-Hoc Batch Processing	Deployed	in-house
DOJ	Summarization Tool	Deployed	vendor
DOJ	Acquisition Support Tool	Deployed	vendor
DOJ	Voicemail Transcription, Translation and Summarization	Pilot	vendor
DOJ	Summarizing Inspection Actions and Results for Future Inspectors	Pilot	in-house
DOJ	Data Triage and Processing	Pilot	vendor
DOJ	ATR Generative Artificial Intelligence Test	Pilot	vendor
DOJ	Qualtrics	Pre-deployment	Not reported
DOJ	FinCEN Data Summarization	Pre-deployment	Not reported
DOJ	Narrative Analysis for Fusion Desktop	Pre-deployment	Not reported
DOJ	Narrative Analysis for DOJ MIS	Pre-deployment	Not reported
DOJ	Immigration Case and Filing Content Summary	Pre-deployment	Not reported
DOJ	Entity Extraction and Summarization	Pre-deployment	Not reported
DOJ	Civil Rights Public Reporting Portal	Pre-deployment	Not reported
DOJ	Bloomberg (AI Assisted Legal Research)	Pre-deployment	Not reported
DOJ	AI Evidence and Claim Consolidation	Pre-deployment	Not reported
DOL	Generative AI AssistantI ( AI Center)	Deployed	both
DOL	Note Taking Bot	Deployed	both
DOL	DAISI ( DOL AI Search Insights)	Deployed	in-house
DOL	Electronic Records Management	Pre-deployment	Not reported
DOL	EBSA Case File Summarization	Pre-deployment	Not reported
DOL	NLP Processing tool for ILAB	Pre-deployment	Not reported
DOL	Case Recording summarization	Retired	Not reported
DOT	AI-Assisted Legal Research	Pre-deployment	vendor
EAC	Internal Generative AI Tools for Staff Productivity	Pilot	vendor
ED	Generative AI - Information Summarization	Not reported	Not reported
ED	Generative AI - Information Summarization	Not reported	Not reported
ED	Generative AI - Information Summarization	Not reported	Not reported
ED	Generative AI - Information Summarization	Not reported	Not reported
ED	Generative AI - Information Summarization	Not reported	Not reported
ED	Generative AI - Information Summarization	Not reported	Not reported
ED	Generative AI - Information Summarization	Not reported	Not reported
ED	Generative AI - Information Summarization	Not reported	Not reported
ED	Generative AI - Information Summarization	Not reported	Not reported
EPA	Preparation of Brownfields Success Stories	Pilot	in-house
EPA	Summarize and draft response to comments	Pilot	in-house
EPA	AI Rules	Pre-deployment	Not reported
FCC	Comment Legal Analysis & Review Assistant	Pre-deployment	Not reported
FCC	SharePoint Copilot for Workflow Automation	Pre-deployment	Not reported
FCC	ECFS Comment Analytics Deduplication Services (CADS)	Retired	Not reported
FDIC	Goals and Workload Assumptions	Pre-deployment	Not reported
FDIC	Enterprise FDIC Chat	Pre-deployment	Not reported
FDIC	Corporate Impact Analysis Object	Pre-deployment	Not reported
FERC	Summarization & Policy Analysis for Regulatory Comments (originally Leverage AI in the Rulemaking Process Use Case)	Deployed	both
FERC	Gas Blanket Certificates (Permitting)	Pilot	both
FHFA	LexisNexis	Deployed	vendor
FHFA	WestLaw	Deployed	vendor
FHFA	Virtual Acquisition Office (VAO) Ally	Deployed	vendor
FHFA	Public Comments Summarization and Topic Classifications Pilot Project	Retired	Not reported
FRB	Document Summarization Statistics	Deployed	in-house
FRB	Comment Review System	Deployed	in-house
FTC	CRC Call Summarization	Deployed	both
FTC	Microsoft 365 Copilot	Pilot	vendor
GSA	No-Code Text and Sentiment Analysis with XM Discover	Deployed	Not reported
GSA	ASSIST Auto Copy and Summarize	Pre-deployment	Not reported
HHS	Grant management support: structuring information in applications	Deployed	both
HHS	Acquisition support: assisting reviews and co-drafting technical evaluation documents	Deployed	both
HHS	Using Generative AI for Stance Analysis of Public Comments on CDC’s Proposed Rules	Deployed	in-house
HHS	CDC Chatbot	Deployed	both
HHS	1CDP (SEDRIC) AIP for Advanced Foodborne Outbreak Investigation (AI Summarization and Receipt Reading)	Deployed	both
HHS	ATSDR Toxicological Assistant chatbot	Deployed	both
HHS	Internal Newsletter Formatter Tool	Deployed	in-house
HHS	CCSQ Now Assist for CSM	Deployed	vendor
HHS	MedWatch Dashboard	Deployed	both
HHS	Enhancing the RCDC with Generative AI	Deployed	vendor
HHS	NewsScape	Pilot	both
HHS	Respiratory Virus Response (RVR) Data Analysis Concept	Pilot	in-house
HHS	HIVE AI Pilot	Pilot	both
HHS	AI Audit Resolution Assistant (AIARA)	Pilot	both
HHS	NIAMS AI Chatbot Pilot	Pilot	both
HHS	ChIRP - A ChatGPT Model for the NIH Intramural Community	Pilot	in-house
HHS	Using Llama to summarize PubMed Central (PMC) full text articles that contain information on protein function	Pilot	in-house
HHS	ABE (AI-driven. Beneficial. Efficient.)	Pilot	both
HHS	Senior Leadership Briefing Generation	Pre-deployment	Not reported
HHS	Certification and Testing/Program Administration – AI-enabled Internal Processes	Pre-deployment	Not reported
HHS	Immunization Information Systems Guidance Documentation Navigation and Management (IDAB EDAV Azure OpenAI Technology Use)	Pre-deployment	Not reported
HHS	Rapid Detection of Acute Releases of Toxic Substances (RaDARTS)	Pre-deployment	Not reported
HHS	Chatbot within Hub	Pre-deployment	Not reported
HHS	AI and Vaccine Labeling	Pre-deployment	Not reported
HHS	Medical records summarization	Pre-deployment	Not reported
HHS	Collections Summarization Chatbot	Pre-deployment	Not reported
HHS	Portfolio Analysis Summarization Tool (PAST)	Pre-deployment	Not reported
HHS	SRO Handbook Bot	Pre-deployment	Not reported
HHS	Portfolio analysis and grant summarizing program	Pre-deployment	Not reported
HHS	Document summarization	Retired	Not reported
NARA	Generative AI Solutions for Workplace Productivity (aka Gemini)	Deployed	vendor
NARA	Topic Summarizer and Entity Extraction using AI	Pre-deployment	in-house
NASA	Intelligent Camera Analytics for Security and Operations	Deployed	vendor
NASA	Onboard Science Instrument Autonomy (OSIA) for OWLS	Pre-deployment	Not reported
NASA	AI/ML for Anomaly Detection and Health Monitoring for the NSN	Pre-deployment	Not reported
NASA	XMM-GPT	Pre-deployment	Not reported
NIGC	LexisNexus	Deployed	vendor
NSF	Microsoft 365 (M365) AI Builder pre-built Generative Pre-trained Transformer (GPT) for Summarization	Deployed	Not reported
NSF	Open-source topic identification for the Public Engagement with Science Initiative data analysis.	Pre-deployment	Not reported
NSF	A document summarizer via Natural Language Processing	Pre-deployment	Not reported
SBA	Office of Advocacy AI System-Prompt Suite	Pilot	in-house
SBA	AI Incident Summarization	Pre-deployment	vendor
SBA	AI-Powered Search and Recovery	Pre-deployment	vendor
SEC	Augmenting cyber threat alerts on the ACES platform with ACES's specific information.	Pilot	in-house
SEC	Agentic Knowledge Base of Amazon Web Services Cloud Environment for the Securities and Exchange Commission (ACES)	Pilot	in-house
SEC	Large Language Model analysis for the Tips, Complaints and Referrals (TCR) system	Pre-deployment	Not reported
SEC	Public Website Search	Pre-deployment	Not reported
SEC	Chatbot with SEC Documents	Pre-deployment	Not reported
SEC	Enhancing Analysis of SEC Web Engagement Trends Using AI	Pre-deployment	Not reported
SEC	Analyzing Registered Offerings Data to Understand Capital Formation Trends	Pre-deployment	Not reported
SEC	Rule and Comment Organization and Summarization	Pre-deployment	Not reported
SEC	Streamlining initial research	Pre-deployment	Not reported
SSA	Agency Support Companion (ASC) chatbot	Deployed	both
SSA	General Use Chatbot	Pilot	vendor
STATE	AI Research Engine (AIRE)	Deployed	both
STATE	StateChat	Deployed	vendor
STATE	Natural Language Processing (NLP) for Foreign Assistance Appropriations Analysis	Deployed	both
STATE	Electronic Health Record AI Enhancements	Deployed	both
STATE	Evaluating Customer Feedback and Sentiments with AI	Pilot	in-house
STATE	StateInsight	Pre-deployment	Not reported
STATE	ECA Program Management and Outreach - Summarization	Retired	Not reported
TREAS	Ticket Management Generative AI Pilot	Deployed	vendor
TREAS	GenAI Productivity Tool Pilot	Pilot	vendor
TREAS	Local GenAI Pilot	Pilot	in-house
TREAS	OCC Guidance Summarization	Pre-deployment	Not reported
TREAS	Regulation Summarization	Pre-deployment	Not reported
TREAS	Meeting Minute Summarization	Pre-deployment	Not reported
TREAS	Visualization Alt-Text Generation	Pre-deployment	Not reported
TREAS	Handbook Highlights	Pre-deployment	Not reported
TREAS	AI-Enabled Automated Visual Inspection for Mint Product Quality Assurance in Production Lines	Pre-deployment	Not reported
TREAS	Statistical Information Services Customer Correspondence Analytics	Pre-deployment	Not reported
TREAS	Using Text Summarization for Open-Ended Survey Responses	Pre-deployment	Not reported
TREAS	AI-Powered Enterprise Standard Portfolio (ESP) for End-to-End Technology Lifecycle	Pre-deployment	Not reported
USDA	Recreation One Stop use of AI	Deployed	vendor
USDA	Long-term monitoring of northern spotted owl habitat and populations	Pilot	in-house
USDA	Fire Containment Suitability (FireCON)	Pilot	in-house
USDA	Rapid Drafting of ARS Research Summaries	Pre-deployment	Not reported
VA	Automated Decision Support	Deployed	both
VA	Continuous Glucose Monitoring Summary	Deployed	in-house
VA	Sleep Apnea	Deployed	vendor
VA	VA GPT	Deployed	both
VA	Human-Centered Design (HCD) User Feedback Summary, Analysis, and Design	Deployed	in-house
VA	Hospital Acquired Infections	Deployed	vendor
VA	Patient Care Services Integration Platform (PCSIP)	Pilot	vendor
VA	Master Claims Assistance Tool (M-CAT)	Pilot	both
VA	Ask Sage – Generative AI Platform for VA Administrative Efficiency	Pilot	vendor
VA	Summarization of Clinical Data	Pre-deployment	Not reported
VA	Automated Ratings Summarization	Pre-deployment	Not reported
VA	Summarize Progress Notes	Pre-deployment	Not reported
VA	Deduplication in Record Management	Pre-deployment	Not reported
VA	Ambient Scribing with Patient Chart Exploration	Pre-deployment	Not reported
VA	JLV Booster	Pre-deployment	Not reported
VA	Enterprise Precision Scanning and Indexing (EPSI) NEXT	Pre-deployment	Not reported
VA	Generative Annotations	Pre-deployment	Not reported
VA	GenAI for KM	Pre-deployment	Not reported
VA	Sentiment analysis for app feedback	Pre-deployment	Not reported