AI Adoption & IT Outsourcing Glossary

Hi there, welcome to AI Adoption & IT Outsourcing (ITO) Glossary by SmartDev is designed to help you navigate the rapidly evolving landscape of modern technology. From foundational concepts to advanced AI frameworks, this curated resource brings together the key terms that drive scalable software development and digital transformation.

AI Adoption Glossary

This glossary is a curated collection of essential terms that guide organizations through the end-to-end journey of adopting AI. From awarenes to development and deployment, it translates complex AI concepts into practical language.

AI Agent
AI Automation for Business Processes
AI Business Case Development
AI Enterprise Roadmap
AI Governance
AI Integration
AI Model Deployment & Monitoring
AI Model Development & Training

AI Prototyping
AI Readiness
AI ROI
AI Security & Compliance
AI Solution Prototyping (PoC/MVP)
AI Strategy
AI Transformation
AI Use Cases

Cloud Architecture
Data Engineering Capability
Data Governance
Data Infrastructure
Data Strategy
Generative AI
Machine Learning
Model Development

IT Outsourcing Glossary

The glossary is a concise guide to key terms, models, and practices in outsourcing technology services. It simplifies complex concepts to help you evaluate partners, scale teams, and make informed decisions.

A – B

Access Control
Account Management
Agile Development
Agile Methodology
Agile Transformation
AI Engineering
API Integration
Application Maintenance
Application Modernization
Architecture Design
Automation TestingBacklog Grooming

Benchmarking
Bench Management
BOT Model (Build–Operate–Transfer)
Business Analysis
Business Model
Business Process Outsourcing (BPO)
Business Requirement

C

Capacity Planning
Change Request
CI/CD Pipeline
Client Discovery Call
Client Onboarding
Client Retention
Client Satisfaction Score
Cloud Migration
Cloud Native Development
Code Refactoring
Code Review
Commercial Proposal
Containerization
Continuous Delivery
Continuous Integration
Cross-selling
Customer Success Management

D – E – F

Data Encryption
Data Migration
Data Security
Dedicated Development Team
Delivery Management
DevOps
Digital Transformation
Distributed Development Team

Employee Retention
End-to-End Testing
Engineering Culture
Engineering Productivity
Enterprise Architecture
Escalation Management
Event-driven Architecture

Fixed Price Contract
Functional Specification

G – H – I – K – L

Global Delivery Model
Governance Framework
GraphQL

Hybrid Delivery Model
Hyperautomation

Infrastructure as Code
Integration Testing
Issue Tracking
IT Consulting
IT Outsourcing

Kanban Workflow
Key Performance Indicators (KPI)
Knowledge Transfer
Kubernetes

Lead Generation
Long-term Partnership

N – O – P – Q

Managed Services
Milestone-Based Contract
Microservices Architecture
Minimum Viable Product (MVP)
Monolithic Architecture

Nearshore Development
Net Promoter Score (NPS)

Offshore Development
Offshore Development Center (ODC)
Onshore Development

Penetration Testing
Performance Testing
Pilot Project
Pre-sales Engineering
Product Backlog
Project Charter
Project Governance
Project Roadmap
Proof of Concept (POC)

Quality Assurance
Quality Engineering

R – S

Regression Testing
Request for Information (RFI)
Request for Proposal (RFP)
Request for Quotation (RFQ)
Resource Allocation
Retainer Model
Revenue Share Model
Risk Management

Scrum Framework
Security Audit
Serverless Computing
Service Level Agreement (SLA)
Skill Matrix
Software Development Lifecycle (SDLC)
Solution Architecture
Solution Pitch
Sprint Planning
Staff Augmentation
Stakeholder Management
Story Point
Strategic Technology Partnership
System Design
System Integration

T – U – V – W

Talent Pool
Technical Architecture
Technical Debt
Technical Interview
Technical Proposal
Technology Partner
Test Case
Test Strategy
Time & Material Contract

User Story
Unit Testing
Upselling
User Acceptance Testing

Vendor Ecosystem
Vendor Management
Version Control
Vulnerability Assessment

Waterfall Development
Work Breakdown Structure

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