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Monitoring Enterprise

Kloudfuse

by Kloudfuse

Starting at

Contact for pricing; fixed bucket tiers (S/M/L/XL/XXL) that scale with compute/storage (claims 60-80% cost savings vs incumbents)

Unified observability platform built on Apache Pinot and Kafka with AI/ML anomaly detection and forecasting.

Last verified: July 2026

What Kloudfuse does

Kloudfuse is a unified observability platform — metrics, logs, traces — built on Apache Pinot and Apache Kafka. Its defining characteristic is the deployment model: self-SaaS. Instead of sending your observability data to a vendor's cloud, you run Kloudfuse in your own AWS, GCP, or Azure account. The vendor manages the software; you own the data.

This matters for organizations with data residency requirements, regulated industries, or simply teams that are uncomfortable with how much operational data leaves their environment with traditional SaaS observability tools.

AI and ML capabilities

Kloudfuse version 3.5 (December 2025) added an AI observability module for monitoring AI workloads — tracking model performance, inference latency, and drift alongside traditional infrastructure metrics. The platform includes ML-based anomaly detection and forecasting, which surfaces issues before they become incidents.

Compliance

Kloudfuse holds FIPS 140-2 and FIPS 140-3 validation, making it one of the few observability platforms that can be deployed in government and defense environments. Customers include Zscaler, GE Healthcare, and Automation Anywhere.

Pricing

Enterprise pricing via sales. Kloudfuse claims 60-80% cost savings compared to Datadog or New Relic at equivalent scale, primarily because the self-SaaS model avoids per-GB data ingestion charges.

Pros

  • + Self-SaaS model keeps data in your own cloud — no data leaves your environment
  • + FIPS 140-2/3 validated for regulated industries and government workloads
  • + Built on open standards (Apache Pinot
  • + Kafka
  • + OpenTelemetry) — no proprietary lock-in
  • + AI/ML anomaly detection with forecasting built in
  • + Gartner Honorable Mention 2025 provides third-party validation

Cons

  • - Enterprise-only pricing with no self-serve or free tier
  • - Smaller ecosystem and community than Datadog
  • - New Relic
  • - or Dynatrace
  • - Primarily targets larger organizations — less accessible for startups
  • - Self-SaaS model requires your own cloud infrastructure to run it

What Users Actually Complain About

Pricing is now published as fixed S-XXL buckets rather than purely usage-metered, but there is still no free tier or self-serve trial — evaluation requires a sales engagement. The self-managed/self-SaaS model (runs inside your own Kubernetes on AWS/GCP/Azure or self-hosted) adds operational overhead compared to fully managed alternatives.

Skip it if:

You're a startup or small team that needs to get started quickly without sales calls. Kloudfuse is built for enterprises with specific data residency or compliance requirements.

Based on community feedback from Reddit, HN, and G2 reviews.

Frequently Asked Questions

What is Kloudfuse?

Unified observability platform built on Apache Pinot and Kafka with AI/ML anomaly detection and forecasting.

How much does Kloudfuse cost?

Kloudfuse uses a enterprise pricing model with plans starting at Contact for pricing; fixed bucket tiers (S/M/L/XL/XXL) that scale with compute/storage (claims 60-80% cost savings vs incumbents).

What are the main advantages of Kloudfuse?

The key advantages of Kloudfuse include: Self-SaaS model keeps data in your own cloud — no data leaves your environment; FIPS 140-2/3 validated for regulated industries and government workloads; Built on open standards (Apache Pinot; Kafka; OpenTelemetry) — no proprietary lock-in; AI/ML anomaly detection with forecasting built in; Gartner Honorable Mention 2025 provides third-party validation.

What are the drawbacks of Kloudfuse?

Some limitations to consider: Enterprise-only pricing with no self-serve or free tier; Smaller ecosystem and community than Datadog; New Relic; or Dynatrace; Primarily targets larger organizations — less accessible for startups; Self-SaaS model requires your own cloud infrastructure to run it.

What category does Kloudfuse belong to?

Kloudfuse is a Monitoring tool developed by Kloudfuse.

Monitoring Guides

Try Kloudfuse

Starting at Contact for pricing; fixed bucket tiers (S/M/L/XL/XXL) that scale with compute/storage (claims 60-80% cost savings vs incumbents)

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