---
canonical: "https://www.softatlas.io/categories/data-analytics/data-integration-etl-elt"
name: "Data Integration (ETL/ELT)"
path: "Data & Analytics / Data Integration (ETL/ELT)"
tool_count: 50
total_tool_count: 74
updated: "2026-07-30"
---

# Data Integration (ETL/ELT)

They extract, transform, and load data between different systems for analysis.

## Subcategories
- [Data Transformation Platforms](/categories/data-analytics/data-integration-etl-elt/data-transformation-platforms-mo04bxaf-i0wg.md)
- [Document Data Extraction](/categories/data-analytics/data-integration-etl-elt/document-data-extraction-mqjr8bq2.md)
- [ETL Platforms](/categories/data-analytics/data-integration-etl-elt/etl-platforms.md)
- [Content Repurposing Tools](/categories/data-analytics/data-integration-etl-elt/content-repurposing-tools-ms50ofk1.md)
- [Video Publishing Tools](/categories/data-analytics/data-integration-etl-elt/video-publishing-tools-ms50oh8z.md)
- [API Connectors](/categories/data-analytics/data-integration-etl-elt/api-connectors.md)
- [Streaming Ingestion](/categories/data-analytics/data-integration-etl-elt/streaming-ingestion.md)
- [Data Pipeline Orchestration](/categories/data-analytics/data-integration-etl-elt/data-pipeline-orchestration.md)

## Tools in this category

No tool in this category has 5 or more published reviews yet, so this list is ranked by adoption, the number of teams using each tool, not by rating. A rating is shown where one exists, but only as context, never as the ranking key, a single review is not enough to trust for a "best tool" verdict.

1. [Stripe](/stripe-inc.md) , not yet rated on Atlas, 6 teams
2. [Zapier](/zapier.md) , not yet rated on Atlas, 5 teams
3. [Apify](/apify.md) , not yet rated on Atlas, 4 teams
4. [Mixpanel](/mixpanel.md) , not yet rated on Atlas, 3 teams
5. [Airbyte](/airbyte.md) , not yet rated on Atlas, 2 teams
6. [Fivetran](/fivetran.md) , not yet rated on Atlas, 2 teams
7. [folk](/folk.md) , not yet rated on Atlas, 2 teams
8. [Qlik](/qlik.md) , 5/5 from only 1 review, below the 5-review floor, not ranked by rating, 2 teams
9. [Boomi](/boomi.md) , not yet rated on Atlas, 1 teams
10. [Branch](/branch.md) , not yet rated on Atlas, 1 teams
11. [dbt Labs](/dbt-labs.md) , not yet rated on Atlas, 1 teams
12. [OpenSearch](/opensearch.md) , not yet rated on Atlas, 1 teams
13. [Scaleway](/scaleway.md) , not yet rated on Atlas, 1 teams
14. [Tempo](/tempo.md) , not yet rated on Atlas, 1 teams
15. [Actiondesk](/actiondesk.md) , not yet rated on Atlas, 0 teams
16. [Apache NiFi](/apache-nifi.md) , not yet rated on Atlas, 0 teams
17. [Appian](/appian.md) , not yet rated on Atlas, 0 teams
18. [Aria Systems](/aria-systems.md) , not yet rated on Atlas, 0 teams
19. [Artelys](/artelys.md) , not yet rated on Atlas, 0 teams
20. [AVEVA](/aveva.md) , not yet rated on Atlas, 0 teams
21. [Bird](/bird.md) , not yet rated on Atlas, 0 teams
22. [Bottomline](/bottomline.md) , not yet rated on Atlas, 0 teams
23. [Box](/box-inc.md) , not yet rated on Atlas, 0 teams
24. [BrightEdge](/brightedge.md) , not yet rated on Atlas, 0 teams
25. [Browse AI](/browse-ai.md) , not yet rated on Atlas, 0 teams
26. [ChapsVision](/chapsvision.md) , not yet rated on Atlas, 0 teams
27. [Cognite](/cognite.md) , not yet rated on Atlas, 0 teams
28. [Commanders Act](/commanders-act.md) , not yet rated on Atlas, 0 teams
29. [Consensus](/consensus.md) , not yet rated on Atlas, 0 teams
30. [Coresignal](/coresignal.md) , not yet rated on Atlas, 0 teams
31. [Crawlbase](/crawlbase.md) , not yet rated on Atlas, 0 teams
32. [Cribl](/cribl.md) , not yet rated on Atlas, 0 teams
33. [Crunchbase](/crunchbase.md) , not yet rated on Atlas, 0 teams
34. [d.velop](/d-velop.md) , not yet rated on Atlas, 0 teams
35. [Digital Surf](/digital-surf.md) , not yet rated on Atlas, 0 teams
36. [DinMo](/dinmo.md) , not yet rated on Atlas, 0 teams
37. [Discngine](/discngine.md) , not yet rated on Atlas, 0 teams
38. [Drake Software](/drake-software.md) , not yet rated on Atlas, 0 teams
39. [Generix](/generix.md) , not yet rated on Atlas, 0 teams
40. [Hevo Data](/hevo-data.md) , not yet rated on Atlas, 0 teams
41. [Hiboo](/hiboo.md) , not yet rated on Atlas, 0 teams
42. [IBM](/international-business-machines-corporation.md) , not yet rated on Atlas, 0 teams
43. [ILLUIN Technology](/illuin-technology.md) , not yet rated on Atlas, 0 teams
44. [Informatica](/informatica.md) , not yet rated on Atlas, 0 teams
45. [Insightly](/insightly.md) , not yet rated on Atlas, 0 teams
46. [Intent Technologies](/intent-technologies.md) , not yet rated on Atlas, 0 teams
47. [Jitterbit](/jitterbit.md) , not yet rated on Atlas, 0 teams
48. [Kaltura](/kaltura.md) , not yet rated on Atlas, 0 teams
49. [Leeway](/leeway.md) , not yet rated on Atlas, 0 teams
50. [Matillion](/matillion.md) , not yet rated on Atlas, 0 teams

Showing the top 50 of 74 tools tracked in this category, ranked highest first.

Source: https://www.softatlas.io/categories/data-analytics/data-integration-etl-elt