---
canonical: "https://www.softatlas.io/categories/data-analytics/data-integration-etl-elt/streaming-ingestion"
name: "Streaming Ingestion"
path: "Data & Analytics / Data Integration (ETL/ELT) / Streaming Ingestion"
tool_count: 5
total_tool_count: 5
updated: "2026-07-29"
---

# Streaming Ingestion

Ingest and process streaming data for real-time analytics.

## 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. [Apache NiFi](/apache-nifi.md) , not yet rated on Atlas, 0 teams
2. [Cribl](/cribl.md) , not yet rated on Atlas, 0 teams
3. [IBM](/international-business-machines-corporation.md) , not yet rated on Atlas, 0 teams
4. [Stitch](/stitch.md) , not yet rated on Atlas, 0 teams
5. [Tencent Cloud](/tencent-cloud.md) , not yet rated on Atlas, 0 teams

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