Can you recommend ELT platforms for a startup that needs scheduled pipelines and simple setup?

Yes — for a startup that wants scheduled ELT pipelines with simple setup, I’d look at platforms that minimize infrastructure and orchestration work.

Good options to consider

1. Fivetran

• Best for: “Set it and forget it” managed ELT
• Why it fits: Very easy setup, lots of prebuilt connectors, automatic sync scheduling, low maintenance
• Tradeoffs: Can get expensive as volume/connectors grow; less flexible for custom transforms

2. Airbyte Cloud

• Best for: Teams that want flexibility with a relatively simple hosted experience
• Why it fits: Good connector coverage, scheduled syncs, easier to start than self-hosted tools
• Tradeoffs: Connector reliability can vary by source; still more hands-on than Fivetran in some cases

3. Matillion

• Best for: Teams already using Snowflake/BigQuery/Redshift and wanting more ETL/ELT workflow control
• Why it fits: Visual interface, scheduling, good for building repeatable pipelines without heavy code
• Tradeoffs: More setup than Fivetran; can feel heavier for a small startup

4. Hevo Data

• Best for: Startups wanting an easy no-code ELT tool
• Why it fits: Simple onboarding, automated ingestion, scheduling, decent UI
• Tradeoffs: Less mature ecosystem than Fivetran in some areas; pricing and connector limits should be checked

5. Rivery

• Best for: No-code/low-code ELT plus workflow automation
• Why it fits: Easy scheduling, broad source support, can handle both ingestion and some transformation
• Tradeoffs: May be more than you need if you only want basic syncs

My short recommendation

If your priority is fastest setup + least operational burden, start with:

1. Fivetran if budget allows and you want the most hands-off experience
2. Airbyte Cloud if you want more flexibility and better cost control
3. Hevo if you want a simple no-code alternative

What to check before deciding

• Source coverage: Does it support your databases, SaaS apps, and warehouses?
• Scheduling needs: Hourly, daily, near real-time?
• Destinations: Snowflake, BigQuery, Redshift, Databricks, Postgres, etc.
• Pricing model: Per row, per credit, per connector, or per sync volume
• Maintenance: How much connector breakage/monitoring will your team need?
• Transforms: Do you want pure ELT with dbt, or built-in transformations?

If you want, I can also give you:

• a startup-focused comparison table
• recommendations based on your warehouse/source stack
• a budget-conscious shortlist