AMSYS Data Integration with Fivetran

Automate Your ELT with Zero‑Maintenance Pipelines

Fivetran by AMSYS provides fully managed ELT connectors that sync data from hundreds of sources into your data warehouse. AMSYS designs, deploys, and supports Fivetran pipelines so you get reliable, up‑to‑date data with no engineering overhead.

What is Fivetran?

Fivetran is a leading ELT platform that delivers ready‑to‑use connectors for SaaS, databases, and events with automatic schema management. AMSYS leverages Fivetran to accelerate data onboarding, reduce maintenance, and ensure data accuracy across your analytics ecosystem.

Fivetran Platform Illustration
Data Challenges Solved by Fivetran

Eliminate silos, manual work, and schema drift with AMSYS expertise.

Connector Maintenance Overhead

Custom scripts and manual jobs require constant updates when APIs change—Fivetran automates that for you.

Schema Drift Breakages

Unexpected schema changes lead to pipeline failures. Fivetran’s auto‑detect handles drift without downtime.

Slow Time‑to‑Value

Building integrations from scratch delays analytics. AMSYS accelerates delivery with Fivetran’s ready‑made connectors.

Data Inconsistency

Manual ETL risks data gaps and duplicates. Fivetran guarantees reliable, incremental syncs across all sources.

Core Features of Fivetran with AMSYS

Powerful ELT capabilities for modern data stacks.

300+ pre‑built connectors to databases, SaaS, analytics, and events with automated schema sync.

Capture only changed records or full history loads with transactional integrity and no duplicates.

Automatic detection and adaptation to schema changes keep your pipelines running without manual intervention.

Integrate with dbt or run custom SQL after load to transform data in‑warehouse following ELT best practices.

Unified dashboard for pipeline health, delivery SLAs, and alerting to ensure end‑to‑end visibility.

Business Benefits with AMSYS & Fivetran

Get analytics‑ready data faster and focus on insights, not pipelines.

AMSYS Solutioning for Fivetran

Structured approach to implement and optimize your ELT pipelines.

Identify key data sources, map data models, and choose the right connectors for your use cases.

Design secure network layouts (VPC, private links), configure sync frequencies, and establish data warehouse targets.

Automate row counts, schema checks, and data quality tests to validate every sync before production.

Implement in‑warehouse transformations with dbt packages or custom SQL managed by AMSYS.

24/7 monitoring, alert tuning, and periodic reviews to keep your pipelines fast, reliable, and cost‑effective.

Best Practices for Fivetran with AMSYS

Guidelines to maximize reliability and performance.

Centralize Configuration

Use templates and environment variables to manage connector settings consistently across dev, test, and prod.

Schema Governance

Implement naming conventions and versioned schemas to avoid confusion and ensure data lineage.

Incremental Modeling

Adopt ELT patterns that build on incremental loads and transformations to minimize processing time.

Alert & SLA Monitoring

Configure threshold‑based alerts and SLAs for sync success, latency, and data freshness.

Cost Visibility

Track connector usage and warehouse credits to optimize sync frequency and resource allocation.

Connector Ecosystem

Plug‑and‑play integrations for any data source.

MySQL, Postgres, Oracle, SQL Server, Snowflake, BigQuery, Redshift, and more.

Salesforce, Stripe, HubSpot, Google Analytics, Marketo, and 100+ other apps.

Kafka, Kinesis, S3 events, and server logs for streaming use cases.

Build private connectors or use the Fivetran SDK to ingest proprietary data sources.

Transformation Framework

Build in‑warehouse logic with dbt or SQL hooks.

dbt Integration

Run dbt projects automatically after ELT to enforce models, tests, and snapshots.

SQL Hooks

Execute custom SQL before or after each sync to clean, enrich, or audit data.

Modular Workflows

Chain connectors and transformations into repeatable, versioned pipelines.

Automated Documentation

Leverage generated schemas and lineage to populate your data catalog automatically.

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Ready to drive business value at scale with data you can trust?

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