DATA INTEGRATION AND REPLICATION PLATFORM

Glossary of Data Integration Terms

191 key terms across 17 categories, everything you need to understand data integration, cloud replication, and workflow automation.

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Data Quality & Governance

13 terms

Data Cleansing

The process of identifying and correcting errors, inconsistencies, and inaccuracies in a dataset to improve its quality and reliability before use.

Data Deduplication

The process of identifying and removing duplicate records within a dataset to ensure each entity is represented only once.

Data Enrichment

The process of enhancing raw data by supplementing it with additional information from external sources to increase its value and utility for analysis.

Data Governance

The system of rules, processes, roles, and guidelines that manage how an organization collects, stores, processes, and protects its data assets.

Data Hygiene

The ongoing practice of maintaining clean, accurate, and error-free databases through routine processes that keep organizational data current and reliable.

Data Lineage

The process of tracking data's entire journey from its origin through various transformations and storage locations, providing a visual audit trail.

Data Mapping

The process of creating a correspondence between fields in a source dataset and fields in a target system, acting as a blueprint for data transfer...

Data Profiling

The process of examining data to collect statistics and summaries about its quality, structure, content, and relationships to identify potential issues.

Data Quality

The degree to which data meets expectations for accuracy, completeness, consistency, timeliness, and relevance, ensuring it is trustworthy and fit for its intended purpose.

Data Stewardship

The practice of managing and overseeing data assets to ensure their quality, integrity, and security throughout their lifecycle, with assigned ownership and accountability.

Data Validation

The process of checking data against defined rules and constraints to ensure it meets quality standards before being loaded into a target system.

Data Wrangling

The use of data collection, cleansing, enrichment, and integration processes to transform raw data into a format suitable for analysis and decision-making.

Master Data Management (MDM)

A method of defining and managing an organization's critical data entities (customers, products, suppliers) to provide a single, authoritative source of truth.

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Data Architecture & Strategy

5 terms

Data Architecture

The collection of models, standards, and practices that act as a blueprint for how data is organized, stored, processed, and secured within an organization.

Data as a Service (DaaS)

A data management strategy that leverages cloud computing to provide data storage, integration, processing, and analytics services on demand.

Data Silo

An isolated collection of data held by one department or system that is not easily accessible to other parts of the organization, creating barriers to...

Digital Transformation

The process of integrating digital technology into every aspect of a business, fundamentally changing operations and how value is delivered to customers.

Single Source of Truth (SSOT)

A practice of structuring information so that every data element is stored in only one place, ensuring consistency and eliminating conflicting versions.

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Analytics & Business Intelligence

7 terms

Business Intelligence (BI)

Technologies, practices, and tools used to collect, integrate, analyze, and present business data to support better decision-making.

Dashboard

A visual interface that displays key performance indicators, metrics, and data summaries in real-time, enabling at-a-glance monitoring of business health.

Data Modeling

The process of visually mapping out relationships between data points to better understand datasets, identify trends, and design database structures.

Data Visualization

The graphical representation of data using charts, graphs, maps, and dashboards to make complex information more accessible and understandable.

KPI (Key Performance Indicator)

A measurable value that demonstrates how effectively an organization is achieving its key business objectives and goals.

OLAP (Online Analytical Processing)

A computing method that enables fast, multi-dimensional analysis of large volumes of data from a data warehouse for complex queries and reporting.

Reporting

The process of organizing, formatting, and presenting data in a structured way — through tables, charts, or summaries — for analysis and decision support.

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Data Formats & Protocols

7 terms

CSV (Comma-Separated Values)

A plain-text file format that stores tabular data using commas to separate values, commonly used for data import/export between applications.

HTTP / HTTPS

HyperText Transfer Protocol (and its secure variant) is the foundation of data communication on the web, used by APIs and web services for request-response exchanges.

JSON (JavaScript Object Notation)

A lightweight, human-readable data interchange format widely used in APIs and web services for transmitting structured data between systems.

MQTT (Message Queuing Telemetry Transport)

A lightweight messaging protocol designed for constrained devices and low-bandwidth networks, commonly used in IoT data integration scenarios.

OData (Open Data Protocol)

A standardized protocol for building and consuming RESTful APIs that allow querying and manipulating data using standard HTTP methods.

SOAP (Simple Object Access Protocol)

A messaging protocol for exchanging structured information in web services using XML, offering built-in error handling and security standards.

XML (eXtensible Markup Language)

A markup language that defines rules for encoding documents in a format readable by both humans and machines, commonly used in enterprise data exchange.

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DBSync Platform Concepts

12 terms

Action (DBSync)

The smallest executable unit within a Flow — it defines the specific operation to perform on data such as Query, Transform & Write, If, For,...

AppCenter (DBSync)

The integrated cloud platform within DBSync that provides access to application connectors, governance tools, user management, template libraries, and support resources.

Cloud Replication (DBSync)

DBSync's data replication product that connects CRMs and cloud applications to databases, data lakes, and data warehouses with automated, scheduled data synchronization.

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Cloud Workflow (DBSync)

DBSync's primary integration and workflow automation platform, featuring a drag-and-drop interface, pre-built connectors, and low-code design for building data integrations.

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Field Mapping

The process of defining which fields in a source system correspond to which fields in a target system within an integration, ensuring accurate data transfer.

Flow (DBSync)

A specific automation or workflow within a Task that uses queries, variables, and logic to drive data processing and transformation, and can be independently enabled...

Forms (DBSync)

Guided setup wizards within DBSync that simplify Project configuration by asking a series of questions and injecting user answers into queries, mappings, and connectors automatically.

Project (DBSync)

The top-level container in DBSync that encapsulates connectors, tasks, flows, and mappings required to solve a specific business integration requirement.

Run Mode

The deployment method for executing integration processes, such as Batch API, J2EE Web Server, EXE, Zip, Docker in the DBSync environment.

Scheduler (DBSync)

A built-in component that automates the execution of Tasks at predefined intervals using daily, weekly, hourly, or custom CRON schedules.

Task (DBSync)

A combination of control flow and data flow within a Project that defines the complete integration logic, execution rules, and error-handling for a specific process.

Template Library (DBSync)

A collection of pre-defined integration projects with default mappings for common application pairs, enabling users to jumpstart their integrations quickly.

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Marketing & Communication Platforms

3 terms

Mailchimp

An email marketing and automation platform used for managing subscriber lists, designing campaigns, and tracking engagement metrics.

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Marketing Automation

Technology that automates repetitive marketing tasks such as email campaigns, social media posting, lead nurturing, and audience segmentation across channels.

Monday.com

A cloud-based work management platform that enables teams to plan, track, and collaborate on projects, workflows, and daily tasks.

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E-Commerce & Marketplace Platforms

10 terms

ChannelAdvisor

A cloud-based e-commerce platform that helps brands and retailers manage their sales across multiple online marketplaces, advertising channels, and fulfillment workflows.

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Inventory Integration

Connecting and synchronizing inventory management systems with sales channels, accounting, and fulfillment platforms to maintain accurate stock levels.

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Linnworks

An e-commerce management platform that centralizes order management, inventory control, and fulfillment across multiple sales channels and warehouses.

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Order to Cash (O2C)

An end-to-end business process that covers the complete cycle from receiving a customer order through invoicing, payment collection, and revenue recognition.

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Payment Integration

Connecting payment processing systems (gateways, accounting tools, banks) with business applications to automate and reconcile financial transactions.

Procure to Pay (P2P)

A business process that encompasses the entire procurement lifecycle from purchase requisition and vendor selection through order placement, receipt, invoicing, and payment.

Service to Cash

A business process that covers the cycle from delivering a service to a customer through invoicing and collecting payment for that service.

Shopify

A leading cloud-based e-commerce platform that enables businesses to create online stores, manage products, process payments, and fulfill orders.

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SkuVault

A cloud-based warehouse management system that provides real-time inventory tracking, picking, and shipping optimization for e-commerce businesses.

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WooCommerce

An open-source e-commerce plugin for WordPress, allowing businesses to build and manage customizable online stores with flexible payment and shipping options.

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CRM, ERP & Business Applications

15 terms

athenahealth

A cloud-based healthcare IT platform providing EHR, revenue cycle management, and patient engagement services for medical practices and health systems.

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Caremerge

A senior living technology platform that helps manage resident engagement, care coordination, and family communication in senior care communities.

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CRM (Customer Relationship Management)

Software that manages an organization's interactions with current and potential customers, centralizing sales, service, and marketing data.

ERP (Enterprise Resource Planning)

Integrated software systems that manage core business processes including finance, supply chain, manufacturing, HR, and operations in a unified platform.

HubSpot

A cloud-based platform offering CRM, marketing automation, sales, and customer service tools, designed for inbound marketing and growth-focused businesses.

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Microsoft Dynamics 365 Business Central

A cloud-based ERP solution from Microsoft for small-to-medium businesses, covering finance, supply chain, sales, and project management.

Microsoft Dynamics 365 CRM

A suite of cloud-based CRM applications from Microsoft for managing sales, customer service, marketing, and field service operations.

Microsoft Dynamics 365 Finance & Operations (D365 FnO)

An enterprise-grade ERP application from Microsoft for large organizations, managing finance, manufacturing, supply chain, and retail operations.

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Microsoft Dynamics GP (Great Plains)

A legacy on-premise ERP system from Microsoft for financial management, supply chain, and HR, commonly integrated with newer cloud platforms.

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Microsoft Dynamics NAV

A former on-premise ERP solution from Microsoft for small-to-medium businesses, now succeeded by Business Central, still in use in many legacy environments.

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NetSuite

A cloud-based ERP platform by Oracle that provides financial management, inventory, order management, and e-commerce capabilities for mid-market businesses.

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PointClickCare

A cloud-based healthcare platform for senior care providers, managing clinical, financial, and operational data across long-term and post-acute care settings.

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QuickBooks

An accounting software by Intuit designed for small businesses, managing invoicing, expense tracking, payroll, and basic financial reporting.

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Sage Intacct

A cloud financial management and accounting software designed for growing businesses, offering advanced general ledger, AP/AR, and reporting capabilities.

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Salesforce

A leading cloud-based CRM platform used for managing customer relationships, sales pipelines, marketing campaigns, and service operations.

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Security & Compliance

13 terms

AES Encryption

Advanced Encryption Standard, a widely adopted symmetric encryption algorithm recognized for strong security and efficiency in protecting data.

Audit Trail

A chronological record of system activities and data changes that provides a traceable history for compliance, troubleshooting, and accountability.

Compliance

Adherence to laws, regulations, industry standards, and organizational policies governing data handling, privacy, security, and reporting.

Data Encryption

The process of converting data into a coded format using algorithms so that only authorized parties with the decryption key can access the original information.

Data Residency

The physical geographic location where data is stored, which may be subject to local or regional regulations governing data storage and processing.

Data Retention Policy

A set of organizational rules defining how long data is kept, how it is stored, and when it should be archived or disposed of to...

Encryption at Rest

Protecting stored data by encrypting it on disk, ensuring that data remains unreadable even if the physical storage is compromised.

Encryption in Transit

Securing data as it moves between systems over a network using protocols like TLS/SSL, preventing interception or tampering during transfer.

GDPR (General Data Protection Regulation)

A European Union regulation that governs how organizations collect, store, process, and protect personal data of EU residents.

HIPAA (Health Insurance Portability and Accountability Act)

A US regulation that sets standards for protecting sensitive patient health information, applicable to healthcare providers and their business associates.

IT Governance

Frameworks and policies that ensure IT resources — including integration platforms and data tools — align with business objectives while managing risk and compliance.

Role-Based Access Control (RBAC)

A security model that restricts system access based on user roles, ensuring individuals can only view or modify data relevant to their responsibilities.

SOC 2 Compliance

A framework for managing and securing customer data based on five trust service criteria: security, availability, processing integrity, confidentiality, and privacy.

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Data Integration Fundamentals

14 terms

Application Integration

The practice of enabling independently designed applications and software systems to work together, creating a seamless flow of information and functionality across different tools.

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Cloud Integration

The process of connecting cloud-based applications, data sources, and on-premise systems to enable unified data exchange and workflow management across platforms.

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Cloud-to-Cloud Integration

Connecting two or more cloud-based applications to synchronize data and automate business processes without requiring on-premise infrastructure.

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Cloud-to-On-Premise Integration

Bridging cloud applications with on-premise databases or legacy systems, allowing organizations to extend their existing infrastructure into the cloud.

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Data Integration

The process of combining data from multiple disparate sources into a unified view, enabling organizations to access, analyze, and act on consistent information across systems.

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Enterprise Application Integration (EAI)

The process of linking different enterprise applications within an organization to automate business processes and enable seamless data sharing across systems.

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Hub-and-Spoke Integration

An architecture model where a central hub manages all data routing and transformation between connected applications (spokes), simplifying management.

Hybrid Integration

An integration approach that combines cloud-based and on-premise systems into a cohesive architecture, enabling data flow across both environments.

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Integration Architecture

A blueprint of technologies and applications connecting disparate data sources, simplifying the flow of data and removing silos between systems.

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Integration Lifecycle Management

The end-to-end process of designing, developing, testing, deploying, monitoring, and maintaining integration flows throughout their operational life.

iPaaS (Integration Platform as a Service)

A cloud-based platform that enables development, execution, and governance of integration flows connecting any combination of on-premises and cloud-based applications, services, and data sources.

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Middleware

Software that acts as a bridge between operating systems, applications, or databases, facilitating communication and data management across distributed systems.

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Point-to-Point Integration

A direct connection between two systems where data flows in a single path, typically simple to implement but harder to scale as the number of...

Pre-built Integration Templates

Ready-to-use, configurable integration projects with default mappings for common application pairs such as Salesforce to QuickBooks, reducing setup time significantly.

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Cloud Platforms & Infrastructure

9 terms

Cloud Deployment

Hosting and running applications, databases, or services on cloud infrastructure managed by providers like AWS, Azure, or Google Cloud.

Containerization

A virtualization approach that packages an application with its dependencies into a portable container, ensuring it runs consistently across different computing environments.

Docker

An open-source containerization platform that packages applications and their dependencies into standardized units (containers) for consistent deployment across environments.

High Availability

A system design approach that ensures continuous operational performance and minimal downtime, typically through redundancy and failover mechanisms.

Hybrid Cloud

A computing environment that combines on-premises infrastructure, private cloud, and public cloud services with orchestration between them for flexibility and control.

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On-Premise Deployment

Running software or infrastructure on physical servers located within an organization's own facilities, offering direct control over hardware and data.

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PaaS (Platform as a Service)

A cloud computing model that provides a platform for developers to build, deploy, and manage applications without managing the underlying infrastructure.

SaaS (Software as a Service)

A cloud delivery model where software applications are hosted by a provider and made available to users over the internet, eliminating the need for local...

Scalability

The ability of a system, application, or platform to handle growing amounts of work or increased demand by adding resources without performance degradation.

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Databases & Query Languages

13 terms

Amazon AuroraDB

A MySQL and PostgreSQL-compatible relational database service offered by AWS, designed for high availability, performance, and cloud-native scalability.

Amazon RDS

Amazon Relational Database Service, a managed service that simplifies setting up, operating, and scaling relational databases in the cloud.

Database Management System (DBMS)

Software that enables users to create, manage, secure, retrieve, update, and delete data within a database while ensuring integrity and access control.

Database Schema

The structural definition of a database including its tables, columns, data types, relationships, primary keys, foreign keys, and indexes.

Dataverse

A cloud-based data platform by Microsoft that provides secure, scalable storage and management for business application data within the Power Platform and Dynamics 365 ecosystem.

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IBM Db2

A family of data management products from IBM, including relational database and data warehouse solutions for enterprise environments.

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MySQL

An open-source relational database management system known for its speed, reliability, and ease of use, commonly used in web and cloud applications.

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NoSQL Database

A category of databases designed for flexible, non-tabular data models including document, key-value, graph, and column-family stores, suited for unstructured data.

Oracle Database

An enterprise-grade relational database management system from Oracle Corporation, offering high performance, scalability, and comprehensive data management features.

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PostgreSQL

An advanced, open-source relational database system known for its extensibility, standards compliance, and support for complex queries and data types.

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Relational Database

A database that organizes data into structured tables with rows and columns, using relationships (keys) between tables to maintain data integrity.

SQL Server

A relational database management system developed by Microsoft, widely used for enterprise data storage, transaction processing, and analytics.

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SQLite

A lightweight, serverless, self-contained relational database engine commonly used for local or edge storage and embedded applications.

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Data Storage & Warehousing

13 terms

Amazon Redshift

A fully managed cloud data warehouse service by AWS, designed to handle large-scale analytics workloads with fast query performance.

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Amazon S3

Amazon Simple Storage Service, a scalable cloud object storage service used for storing and retrieving any volume of data, commonly used as a data lake...

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Azure Synapse Analytics

A Microsoft Azure service that combines enterprise data warehousing and big data analytics into one unified platform for end-to-end data solutions.

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Cloud Data Warehouse

A data warehouse hosted on a cloud computing platform, offering scalability, accessibility, and reduced infrastructure management compared to on-premise alternatives.

Data Lake

A centralized storage repository that holds large volumes of raw data in its native format — structured, semi-structured, or unstructured — until needed for analysis.

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Data Mart

A focused subset of a data warehouse designed to serve a specific department, team, or business function with tailored data for faster analysis.

Data Repository

A general term for a centralized location where data is stored and maintained, encompassing warehouses, lakes, marts, and databases.

Data Warehouse

A centralized repository that stores current and historical data from multiple sources, optimized for querying, reporting, and business intelligence.

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Databricks

A unified analytics platform built on Apache Spark that provides collaborative data engineering, data science, and machine learning capabilities on cloud infrastructure.

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Delta Lake

An open-source storage layer that brings ACID transactions, scalable metadata handling, and unified batch/streaming processing on top of existing data lakes.

MinIO

An open-source, high-performance object storage system compatible with Amazon S3 APIs, used for cloud-native and on-premise data storage.

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MongoDB

A document-oriented NoSQL database that stores data in flexible, JSON-like documents, commonly used for unstructured data and real-time applications.

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Snowflake

A cloud-native data warehousing platform that supports structured and semi-structured data with features like automatic scaling, data sharing, and near-zero maintenance.

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Connectors & APIs

15 terms

API (Application Programming Interface)

A set of protocols, tools, and definitions that enable different software applications to communicate and exchange data with each other programmatically.

API Connector

A pre-built or configurable software component that simplifies programmatic access to external systems via their APIs, abstracting authentication and data formatting.

API Key

A unique identifier used to authenticate requests to an API, ensuring that only authorized applications can access the service.

API Rate Limiting

A mechanism that restricts the number of API calls a client can make within a defined time period, protecting the service from overuse or abuse.

Connector

A configuration component that handles authentication and connection setup to an external application, database, or service, enabling secure data exchange.

Endpoint

A specific URL or address where an API can be accessed, representing a particular resource or function provided by the connected application or service.

FTP / FTPS

File Transfer Protocol (FTP) and its secure variant (FTPS) are standard network protocols used for transferring files between a client and server over a network.

JDBC (Java Database Connectivity)

A Java API that provides a standard interface for connecting Java applications to relational databases and executing SQL queries.

OAuth / OAuth 2.0

An open authorization standard that enables secure, token-based access to user data across systems without sharing passwords, commonly used in API integrations.

ODBC (Open Database Connectivity)

A standard interface that allows applications to access data from various database management systems using SQL, regardless of the underlying database technology.

Pre-built Connector

A ready-to-use connector offered by an integration platform for popular applications like Salesforce, NetSuite, or QuickBooks, requiring minimal configuration.

REST API

A web service architecture style that uses standard HTTP methods (GET, POST, PUT, DELETE) for communication, widely used for cloud application integrations.

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REST API Connector

A configurable connector that allows integration platforms to communicate with any application that exposes a REST API, enabling custom and flexible data exchange.

SFTP (SSH File Transfer Protocol)

A secure protocol used for accessing, transferring, and managing files over a network, encrypted via SSH for data security.

Swagger API / OpenAPI

A specification and toolset for describing, documenting, and consuming RESTful APIs, making it easier for integration platforms to connect to custom endpoints.

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Workflow Automation & Orchestration

14 terms

Business Process Automation (BPA)

The use of technology to automate complex, multi-step, and repetitive business transactions, often spanning multiple systems and departments.

Conditional Logic (If/Then)

Rules applied within a workflow that direct data down different paths based on whether specified conditions are met, enabling dynamic decision-making in automations.

CRON Expression

A string format used to define recurring schedules for automated tasks, specifying exact timing down to the minute for job execution.

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Data Orchestration

The automated coordination and management of data from multiple sources, combining and organizing it for analysis and actionable insights.

Drag-and-Drop Interface

A visual design paradigm that allows users to build integrations and workflows by dragging components onto a canvas and connecting them, eliminating the need for...

Error Handling

The configuration of fallback actions and retry logic within an integration workflow to manage failures gracefully and maintain data integrity.

Event-Driven Architecture

A design pattern where actions are triggered by events (such as data changes or user actions) rather than scheduled polling, enabling more responsive integrations.

Low-Code / No-Code Integration

An approach to building integrations using visual tools and pre-built components that require little to no programming knowledge.

Multi-Step Workflow

An automated sequence of multiple actions across different applications, where data output from one step feeds into the next, enabling complex business logic.

Scheduler

A component that automates the execution of integration tasks at predefined intervals — hourly, daily, weekly, or via custom CRON expressions — without manual intervention.

Task Scheduling

The process of setting up automated execution of data integration tasks at specific times or intervals to ensure continuous data flow.

Trigger

An event that initiates the execution of a workflow or integration, such as a new record creation, a data change, a webhook call, or a...

Webhook

An HTTP callback mechanism that sends real-time data from one application to another when a specific event occurs, enabling event-driven integrations.

Workflow Automation

The use of technology to automate a series of tasks that form a business process, reducing manual effort, errors, and execution time.

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Data Replication & Synchronization

14 terms

Bidirectional Sync

A synchronization model where changes made in any connected system are automatically reflected in all other systems, keeping data consistent across platforms.

Change Data Capture (CDC)

A technique that identifies and captures only the data changes (inserts, updates, deletes) made in a database since the last sync, enabling efficient incremental replication.

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Data Duplication

The creation of identical copies of data, whether intentional for backup/replication purposes or unintentional due to system errors or process gaps.

Data Replication

The process of copying data from one or more sources to a central location such as a database or data warehouse, ensuring availability and consistency...

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Data Synchronization

The continuous process of ensuring that data across two or more locations remains consistent and up-to-date, reflecting changes in real-time or near real-time.

Database Replication

Copying and distributing data and database objects from one database to another, then synchronizing them to maintain consistency across replicas.

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Edge Replication

A replication strategy that syncs data to edge or local environments (e.g., SQLite) for offline access and lightweight processing, syncing back when connectivity is restored.

Full Replication

A replication method that copies the entire dataset from source to target on every sync cycle, ensuring a complete refresh but requiring more time and...

Incremental Replication

A replication approach that transfers only the data that has changed since the last sync cycle, reducing processing time and system load compared to full...

Near Real-Time Replication

A replication approach where data changes are captured and transferred with minimal delay, typically within seconds or minutes of the original change.

Sandbox Replication

The process of replicating production data into a sandbox or test environment for development, testing, or training purposes without affecting live data.

Sandbox Seeding

Populating a sandbox environment with a predefined subset of production data so developers and testers can work with realistic datasets.

SQL Server Replication

A set of Microsoft SQL Server technologies for copying and distributing data and database objects between databases, with synchronization to maintain consistency.

Unidirectional Sync

A synchronization model where data flows in one direction only — from a source system to a target — without reflecting changes back to the...

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ETL / ELT & Data Movement

14 terms

Batch Processing

A data processing method where data is collected over a period and processed as a group at scheduled intervals rather than in real time.

Data Extraction

The process of retrieving relevant data from various source systems, such as databases, APIs, cloud applications, or flat files, as the first step in an...

Data Ingestion

The process of collecting and importing data from multiple sources into a single storage medium for access and analysis, either in batch or real-time mode.

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Data Loading

The final stage of the ETL/ELT process where transformed data is inserted into a target repository such as a data warehouse, database, or cloud storage.

Data Migration

The process of transferring data from one storage system, file format, database, or environment to another, often as part of a digital transformation initiative.

Data Pipeline

A set of automated processes and technologies that move data from one or more sources through transformation stages and into a destination system for storage...

Data Transfer

The process of moving or copying data from one location, system, or device to another, encompassing protocols, security, and reliability considerations.

Data Transformation

The conversion of data from one format, structure, or value set into another, ensuring consistency and compatibility for the target system or analytical purpose.

ELT (Extract, Load, Transform)

A variation of ETL where raw data is first loaded into the target system and then transformed in place, leveraging the processing power of modern...

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ETL (Extract, Transform, Load)

A data integration process that extracts data from source systems, transforms it into a format suitable for analysis, and loads it into a target system...

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ETL Pipeline

A specific type of data pipeline that follows the extract-transform-load sequence, managing data flow from source to destination through defined processing stages.

Real-Time Data Processing

The continuous processing of data as it is created or received, enabling immediate availability and near-instant decision-making.

Reverse ETL

The process of taking processed and analyzed data from a data warehouse and distributing it back to operational systems and business applications for everyday use.

Zero ETL

A methodology for analyzing data directly within its source system without any data movement or transformation, using integrated cloud provider services.

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