RFP 2024-08 Exhibit A_Requirements_Attachment #1 - IT Research Topics.docx
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- Attached to
- RFP 2024-08 Information Technology Research Subscription Services State and local contract opportunity
- Solicitation number
- 86987
- Issued by
- Southampton County, Virginia
About this file
This is an IT Research Topics attachment to Exhibit A Requirements for the Commonwealth (state not specified), which provides a comprehensive list of high-level IT research areas that suppliers should reference in their responses. The document outlines 25 major IT research categories including Artificial Intelligence, Business and IT Performance Management, Cloud Computing, Cybersecurity, Data Analytics, Digital Transformation, and various other technology-focused domains.
Each research topic is broken down with detailed descriptions and sub-categories. For example, the AI section covers machine learning, deep learning, reactive AI, theory of mind AI, limited memory AI, and self-aware AI. Other notable areas include IT Service Management, Enterprise Architecture, Data Centers, E-Procurement, Emerging Technologies, and Telecommunications and Networks. The document appears to be informational in nature and is meant to guide suppliers in understanding the Commonwealth's areas of interest in information technology.
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Text version
ATTACHMENT #1 to EXHIBIT A IT research topicS Attachment #1 lists high-level IT Research Topics and accompanying descriptions that are of interest to the Commonwealth. This Attachment #1 is informational in nature and Supplier should use it to aid their responses in Exhibit A: Requirements.
| IT RESEARCH TOPIC |
| DESCRIPTION |
| Artificial Intelligence (AI) |
| · Machine learning, deep learning, and generative AI |
· Reactive AI (e.g., spam filters, chatbots, recommendation engines, etc.)
· Theory of Mind AI (understands the needs of other intelligent entities)
· Limited Memory AI (e.g., generative AI tools such as ChatGPT, self-driving cars, virtual assistants, etc.)
· Self-Aware AI (evolved to have human-like intelligence and self awareness)
| Business and IT Performance Management and Measurement |
| · Key Performance Indicators (KPIs) and Metrics |
| Business Process Best Practices |
| · Process redesign and reengineering |
· Change management to improve operational performance
· Business rules extraction and business rules management
· Business planning
· Project planning
| Cloud |
| · Infrastructure as a Service (IaaS), Platform as a Service (PaaS), Software as a Service (SaaS), storage, database, networking, cloud computing, development, analytics, management |
| Customer Relationship Management |
| · Concepts, tools, and processes that assist organizations to understand and serve customers |
| Cybersecurity |
| · Multifactor Authentication (MFA), zero-trust, incident response |
| Data Analytics |
| · Big Data Analytics |
· Descriptive Analytics (analyzes past data to answer questions like “What is happening?” or “Why did this happen?”
· Diagnostic Analytics (analyzes past data to answer questions like “Why did this happen?” by identifying root causes
· Predictive Analytics (analyzes past and current data to answer questions like “What may happen next?”)
· Prescriptive Analytics (uses mathematical models and algorithms trained on historical data to identify patterns and trends)
· Cognitive Analytics (used AI and machine learning to understand and interpret data)
| Data Centers |
| · Data administration and management, storage, disaster recovery planning, peripherals |
· Data warehousing and repositories
· Database analysis and development
| Digital Transformation |
| · Blockchain, cryptocurrency, Smart Contracts |
· Smart Cities, Smart Buildings, Internet of Things (IoT), transportation, healthcare, education, law enforcement and public safety, E-governance
| Emerging Technologies |
| · Trends in technology and their impacts |
| E-Procurement |
| · Public procurement by electronic means, including e-sourcing, catalogues, etc. |
| Financial Services |
| · Banking and insurance services |
| Governance and Strategy |
| · Strategic planning, law, and compliance |
| Government |
| · e-Government strategies, information security, privacy and legislative compliance issues and strategies applicable to government |
| Healthcare systems |
| · Healthcare IT strategies and technologies |
| IT Applications |
| · Management and governance |
· Deployment and maintenance
· Data integration and data extraction tools
· Procurement and development and integration of IT desktop and other software applications
· Application modernization
| IT Economics |
| · IT budget, spending plans and investments, total cost of ownership (TCO) |
| IT Enterprise Architecture |
| · Application, business, and technical architectures that will improve business and technology decisions |
| IT Hardware |
| · IT servers and components; hardware lifecycle management, desktop, laptops, and tablets |
| IT Infrastructure |
| · Network planning and control, mobility, data networks, wireless networks, cloud computing, enterprise mobility management (e.g., work from anywhere, bring your own device (BYOD) programs) |
| IT Organizational Development and Change Management |
| · How IT organizations should be developed and managed |
· Setting up the organizational structure of an IT organization and managing change
· IT leadership training, workforce development, team building, culture, and diversity, equity, and inclusion (DEI)
| IT Project and Portfolio Management |
| · Methodologies and processes for maximum effectiveness, including Agile methodology |
| IT Service Delivery |
| · Service Delivery models and platforms |
· Service-oriented architecture (SOA)
· Collaboration tools and strategies
· Deployment environments or deployment stacks such as Java, .NET, and Mainframe
| IT Service Management and Maturity Practices |
| · IT Service Management best practices and principles, including methodologies such as Information Technology Infrastructure Library (ITIL), Capability Maturity Model Integration (CMMI), and Six Sigma |
| IT Services |
| · IT Services market, including consulting, integration, development, network services, product support, and outsourcing |
| IT Software |
| · Development tools, open source, software licensing, subscription services for software |
| IT Sourcing and Supply Chain Management |
| · Supply Chain Management including the selection, implementation, and management of these technologies |
| Privacy, Information Security, and Risk Management |
| · Threats and countermeasures, technology, market trends, and how to implement privacy and information security policies and management practices |
| Resource Planning and IT Asset Management |
| · Enterprise Resource Planning (ERP), Customer Relationship Management (CRM), Stakeholder Relationship Management (SRM), Waste Resource Management (WRM), IT Asset Management (ITAM) |
| Telecommunications and Networks |
| · Broadband, wireless, network management, Voice Over Internet Protocol (VOIP), unified communications, and remote workplaces |
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