Amazon Kinesis
Data Plane · Streaming & Stream Processing
AWS services for collecting and processing real-time streaming data.
- Cloud service
Data Plane · Streaming & Stream Processing
Kafka operations platform sitting in front of clusters you already run, pairing a console for visibility and self-service with a proxy that enforces encryption, masking and policy on the wire.
Conduktor is not a Kafka distribution and does not replace one. It sits in front of the clusters you already run and adds a control layer, which is the distinction that decides whether it belongs in your architecture at all: you keep your existing Kafka, and Conduktor governs access to it.
It ships as two main pieces. Console is a self-hosted Kafka UI and API giving teams visibility, self-service and what the company calls Insights — the risk, cost and governance picture of each cluster. Gateway is a Kafka proxy that reaches clusters across VPCs and clouds and enforces encryption, data masking and policy on the wire.
The Gateway detail worth noting is that enforcement happens without application changes. Policy applied at the proxy covers every client whether or not its team cooperated, which is a materially different guarantee from policy implemented in each producer and consumer. For an organisation that cannot change every application, that is often the deciding factor.
A Schema Registry Proxy is sold as a third component.
Agents are addressed directly, and the framing is unusually clear-headed: smarter AI because you hold the context, safer AI because you hold the permissions. The same control layer that governs a team's access governs an agent's.
Pricing starts free and is published by dimension: Console bills by seat, Gateway by cluster. The free Community edition of Console is generous enough to be operationally useful rather than a trial, covering up to 50 users and three clusters with full Kafka operations, the data explorer, message reprocessing, Insights, and API, CLI and Terraform access.
The same headings are used for every streaming & stream processing entry, so two tools can be read side by side.
SubscriptionFree Community edition
Starts free and bills on two dimensions — Console by seat, Gateway by cluster. The free Community edition of Console covers up to 50 users and three clusters with full Kafka operations, Insights, the data explorer, message reprocessing and API, CLI and Terraform access. Rates for paid tiers are not published; the site offers a return-on-investment calculator instead.
Conduktor sells a Kafka operations platform made of a console, a gateway proxy and a schema registry proxy, designed to sit in front of existing Kafka rather than replace it. It publishes its pricing dimensions openly — Console by seat, Gateway by cluster — and offers a free Community edition of Console for up to 50 users and three clusters. Its site cites benchmarks drawn from more than 6,500 customer engagements and offers a return-on-investment calculator in place of a straightforward rate card.
Data Plane · Streaming & Stream Processing
AWS services for collecting and processing real-time streaming data.

Data Plane · Streaming & Stream Processing
Stateful stream processing framework for real-time computation over unbounded data.
Data Plane · Streaming & Stream Processing
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Data Plane · Streaming & Stream Processing
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Data Plane · Streaming & Stream Processing
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Data Plane · Streaming & Stream Processing
Kafka API-compatible streaming data platform written in C++.
Drafted with AI assistance and checked against the vendor’s own documentation.