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Integrations

Integrations

Integrations refer to the connections between different systems, tools, and data sources that allow data to flow automatically across an organization’s analytics stack. In business intelligence and analytics, integrations are what make it possible to combine data from multiple sources into a single, coherent view.

Examples of common BI integrations include:

  • CRM systems (Salesforce, HubSpot)

  • Marketing tools (Google Ads, Meta, email platforms)

  • Product analytics tools

  • Payment systems (Stripe, PayPal)

  • Support platforms (Zendesk, Intercom)

  • Internal databases and APIs

From a business perspective, integrations eliminate manual data handling. Instead of exporting spreadsheets from multiple tools and stitching them together, integrations keep data continuously updated and consistent.

Technically, integrations are implemented using:

  • APIs and webhooks

  • ETL/ELT tools

  • Direct database connections

  • Streaming pipelines

Good integrations handle authentication, schema changes, retries, and error handling automatically. Poorly built integrations often break silently, leading to missing or stale data in dashboards.

Integrations play a critical role in enabling:

  • Cross-functional reporting

  • End-to-end funnel analysis

  • Customer 360 views

  • Embedded analytics

  • AI-driven insights

As analytics stacks grow, integration complexity increases. Mature teams document integrations, monitor data freshness, and standardize how new tools are connected.

In short, integrations are the connective tissue of BI. Without them, analytics remains fragmented and incomplete.

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