Ampleforth
Hevo Data
Cyclr
Fivetran
Snapshot BI
SuiteStream
Talend Data Services Platform
BlueHat Marketing
Estuary
Fivetran
Hevo Data
Airbyte
Matillion
Striim
Stitch
Spacelift.io
Estuary is a powerful real-time data integration platform designed to simplify and accelerate how organizations move and process data across their ecosystems. Built for the demands of modern data workflows, Estuary unifies batch and streaming data pipelines into a single, cohesive platform, eliminating the need for multiple disparate tools.
At its core, Estuary Flow enables users to seamlessly capture data from a wide range of sources—including databases, SaaS applications, event streams, and cloud storage—and deliver it in real time to destinations like data warehouses, data lakes, analytics platforms, and custom applications. Whether it’s syncing data from PostgreSQL to Snowflake, Kafka to Apache Iceberg, or MongoDB to BigQuery, Estuary handles the complexity with built-in connectors and scalable infrastructure.
What sets Estuary apart is its ability to process change data capture (CDC), stream transformations, and schema enforcement without sacrificing speed or reliability. Users can define complex data flows via a visual interface or YAML-based configuration, and the system automatically manages versioning, backfills, schema evolution, and recovery.
Estuary Flow also offers unique features like time travel, declarative derivations (SQL-based data transformations), and strong guarantees around data consistency and fault tolerance. It supports private deployment and Bring Your Own Cloud (BYOC) models for teams with compliance or security needs, and integrates with tools like dbt, Prometheus, and Kafka clients through its open interfaces.
By bridging the gap between traditional ETL and real-time streaming, Estuary empowers data engineers, analysts, and developers to build resilient pipelines that keep data fresh, trustworthy, and actionable—fueling analytics, AI, and operational workloads without the overhead of managing multiple tools.
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Estuary's answer:
Estuary provides both Streaming and Batch integration options as well as private deployments and BYOC.
Estuary's answer:
Security, data speed and price assurances.
Estuary's answer:
Data Analysts, Data Engineers and Software Engineers.
Estuary's answer:
Estuary was built by the founders of Gazette.dev which uniquely enables it to work with streaming and batch data.
Based on our record, Estuary seems to be a lot more popular than Ampleforth. While we know about 22 links to Estuary, we've tracked only 2 mentions of Ampleforth. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
If you're confused as to what AMPL is, head to their website ampleforth.org. Many of the most basic questions will be answered there. If you have any questions in particular, don't hesitate to ask, and I will do my best to answer in comments. Thanks for reading. Source: about 4 years ago
I don't know the answer but I did have a guess based on some reading on ampleforth.org. There is a governance token called FORTH and their new concept version of a stablecoin called AMPL. You'd have to read about how they change wallet balances when price increases and decreases because it's definitely unique. I couldn't find any discussion or links to any of the BSC projects (just ERC) but I'm guessing what you... Source: over 4 years ago
Estuary Flow is a unified data integration platform built from the ground up for real-time streaming. It enables continuous Change Data Capture (CDC) from databases, SaaS platforms, and event streams into analytics systems, data warehouses, and other destinations. Unlike traditional batch-first ELT tools, Flow maintains second-level latency without requiring separate streaming infrastructure. - Source: dev.to / about 2 months ago
Senior Backend Engineer (Integrations) – 5+ years of backend engineering experience. Own and scale high-impact systems that power real-time data pipelines. You’ll work on complex integrations with external APIs and databases, improve our internal connector frameworks, and tackle deep challenges in performance, reliability, and developer experience. Backend Engineer (Integrations) – 2–4 years of backend experience.... - Source: Hacker News / 2 months ago
At Estuary, we help teams build real-time data pipelines that push warehouses hard — across batch and streaming. We’ve seen the consequences of choosing the wrong warehouse. So we built the benchmark we wish existed earlier. - Source: dev.to / 3 months ago
Estuary | US Based (Some flexibility with location for the right candidate) / Remote | Full-time – https://estuary.dev/ Estuary is a VC-backed startup building the next generation of real-time data infrastructure. Our platform, Estuary Flow, combines change data capture (CDC), stream processing, and declarative configuration to unify real-time and batch data movement. We’re open-source, developer-first, and... - Source: Hacker News / 3 months ago
As a Solutions Engineer at Estuary, you’ll work directly with our founding team to help companies unlock the power of their real-time data. Your work will directly shape how users harness their real-time data, driving our product's development and creating seamless user experiences. https://estuary.dev/about/#solutions-engineer To apply: Email resume to Careers@estuary.dev. - Source: Hacker News / 8 months ago
Hevo Data - Hevo Data is a no-code, bi-directional data pipeline platform specially built for modern ETL, ELT, and Reverse ETL Needs. Get near real-time data pipelines for reporting and analytics up and running in just a few minutes. Try Hevo for Free today!
Fivetran - Fivetran offers companies a data connector for extracting data from many different cloud and database sources.
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Airbyte - Replicate data in minutes with prebuilt & custom connectors
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Matillion - Matillion is a cloud-based data integration software.