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Data
Raw, unorganized facts like numbers, words, or symbols that have no meaning on their own
Information
Data that has been organized, processed, or structured in a way that gives it meaning and usefulness
Knowledge
What is gained when information is combined with experience, context, and judgment to draw conclusions or make decisions
Information System (IS)
A set of interrelated components (people, processes and procedures, data, and technology) working together to collect, process, store, and distribute information to support decision-making, coordination, and control
Sociotechnical System
A system in which social elements (people, culture, processes) and technical elements (hardware, software, data) are interdependent and must be designed to work together
People
The users, managers, developers, and decision-makers who interact with an information system
Processes and Procedures
The rules, workflows, and routines that guide how people complete work within an information system
Technology
The hardware, software, and networks that make an information system function
Transaction Processing System (TPS)
An operational system that handles routine, repeatable tasks to process large volumes of work quickly and accurately
Management Information System (MIS)
A system that provides summarized performance data to middle managers to guide tactical decisions
Decision Support System (DSS)
An interactive system that provides decision-makers with tools and data to analyze patterns, compare alternatives, and evaluate outcomes
Business Process Reengineering
The practice of using new technology as an opportunity to completely redesign inefficient processes
Competitive Advantage
The ability to outperform rivals by offering greater value, lower costs, or unique capabilities that are difficult to copy
Porter’s Five Forces Model
A framework identifying five competitive factors that shape an industry: Threat of New Entrants, Bargaining Power of Suppliers, Bargaining Power of Buyers, Threat of Substitutes, and Competitor Rivalry
Cost Leadership Strategy
A competitive strategy where an organization serves a broad market by operating at a lower cost than rivals
Differentiation Strategy
A competitive strategy where an organization serves a broad market by offering unique or highly valuable features
Cost Focus Strategy
A competitive strategy targeting a narrow market segment while keeping costs low
Differentiation Focus Strategy
A competitive strategy targeting a narrow market segment with specialized products or services
Switching Costs
The expense or disruption a customer experiences when moving from one system or competitor to another
Network Effects
A phenomenon where a system becomes more valuable as more people use it
First-Mover Advantage
The benefit gained by establishing brand recognition and customer loyalty by being the first to introduce a new system or service
System Development Lifecycle (SDLC)
A structured handoff system used to move from a business problem to a working, supported system through six key stages: planning/analysis, design, development, testing, deployment, and maintenance
Return on Investment (ROI)
A calculation or framework used to determine if the value created by a system justifies what the organization spends in money, time, risk, disruption, training, and effort
Tradeoff Triangle
The project management balance between cost, scope, and time (or cost, quality, and speed)
5 Ws
A discovery technique (Who, What, Where, When, Why) used during problem framing to understand an issue before choosing a tool
Symptom
What people notice first when an operational issue arises
Cause
The underlying reason a problem keeps occurring
Business Requirement
A clear, testable statement of what a system must accomplish or support to achieve a business goal
Buy (Software Approach)
Purchasing vendor software when a process is standard, product fit is high, and deployment speed is needed
Configure or Customize
Adapting an existing vendor platform with an organization's specific roles, rules, fields, and permissions
Build (Custom Development)
Creating unique software from scratch for a strategic or specialized capability
Prototype
A concrete mockup used to clarify requirements and gather feedback, which lacks production-level security, scaling, and error handling
Integration
Connecting existing systems so data and workflows move across tools without duplicate manual entry
Waterfall
A traditional linear development methodology where each phase is completed before the next begins
Agile
An iterative development approach that shortens feedback loops by working in small increments and adapting to change
Scrum
A structured method for managing Agile work through short, iterative work cycles
DevOps
A practice connecting system development with operations and support to reduce gaps in delivery
CI/CD
A DevOps continuous integration and deployment practice used to test and release changes frequently and consistently
Vibe Coding
Building software primarily by describing requirements in natural language and letting AI tools generate the underlying code
Normal Use Case
A test scenario or description representing standard, expected workflow conditions
Edge Case
A test scenario covering unusual, boundary, or high-risk conditions
Acceptance Test
A specific, verifiable condition that must be met for a feature to be considered complete
Given/When/Then
A structured format for writing acceptance tests detailing the starting condition (Given), action (When), and observable outcome (Then)
Deployment
Moving a tested system into active operational use
Production
The live state where a system runs with real users, real data, and real business consequences[31]
Production Signals
Measurable indicators monitored after launch (e.g., error rates or support tickets) to confirm whether a system is producing value
Change Management
The discipline of preparing, training, and supporting people as they adopt new systems and processes
Enterprise Information System (EIS)
Organization-wide software designed to integrate core business processes and shared data across multiple functional departments
Customer Relationship Management (CRM)
Software that consolidates customer interactions, contact records, support tickets, and sales pipelines into a central database
Supply Chain Management (SCM)
Software that coordinates the movement of products, information, and funds from raw material suppliers to the final customer
Enterprise Resource Planning (ERP)
An integrated software platform that connects core business functions (such as finance, HR, manufacturing, sales, and inventory) within a single unified database
Systems Mapping
The process of visually tracking how software applications, databases, and user workflows connect and pass information
Information Silo
An isolated environment where data is trapped in one department's system and cannot flow smoothly to others
Best-of-Breed
An integration strategy where an organization selects top-rated individual software applications for each separate business function
Integrated Suite
An integration strategy where an organization uses a single vendor’s unified ERP platform for all operational needs
Hybrid Strategy
An integration strategy combining a core ERP platform with specialized applications connected via tools like APIs