Data Infrastructure & Cloud

CATALOG LEDGER · Showing 73–84 of 115

Dataiku

4.4/5.01 verified review
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Centralized platform for analytics, machine learning models, and AI agent governance.

  • Unified orchestration for analytical models and AI agents.
  • Compatibility with multiple cloud infrastructures and LLM providers.
  • Hybrid collaborative environment for technical and business profiles.

Cohesity

4.4/5.01 verified review
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AI-powered data security and management platform for enterprise environments.

  • Unified architecture for backup, security, and data analytics
  • AI-driven early threat detection and anomaly monitoring
  • Comprehensive support for hybrid, multi-cloud, and on-prem workloads

Mosyle

4.4/5.01 verified review
Paid$0.46/mo

Unified Apple device management and endpoint security platform.

  • Deep native specialization in Apple ecosystems.
  • Advanced automation of compliance and security policies.
  • Competitive per-device pricing model.

Spacelift

4.4/5.01 verified review
Freemium

Infrastructure as Code (IaC) orchestration platform for engineering teams.

  • Native support for multiple IaC frameworks.
  • Advanced drift detection and real-time cloud cost estimation.
  • Flexible architecture with private worker and self-hosted support.

env0

4.4/5.01 verified review
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Autonomous cloud infrastructure governance and control plane for the AI era.

  • Full lifecycle deployment automation for Terraform, Terragrunt, and other IaC tooling.
  • Centralized governance controls that mitigate infrastructure drift and operational risk.
  • Self-service interfaces equipped with predefined guardrails for developers.

Azure

4.4/5.01 verified review
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Cloud computing platform for enterprise infrastructure and scalable architectures.

  • Comprehensive catalog of integrated infrastructure and machine learning services.
  • Advanced enterprise security capabilities and regulatory compliance.
  • Solid support for hybrid architectures and multi-cloud deployments.

Fly.io

4.4/5.01 verified review
FreemiumOpen SourceApache-2.0

Global cloud platform to deploy applications and agents on hardware-isolated virtual machines.

  • True hardware isolation using microVMs for each instance.
  • Multi-region global deployment close to end users.
  • Excellent CLI support and automation via flyctl.

1.7kstars on GitHub

Iru

4.3/5.01 verified review
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Unified multi-platform endpoint management and security solution for corporate fleets.

  • Advanced automation for device provisioning and management across multiple operating systems.
  • Integrated threat detection and response capabilities alongside vulnerability management.
  • Unified interface for device administration and security policy enforcement.

Agnos

4.3/5.01 verified review
Paid$99/mo

Desktop document cleaner for AI and RAG with local processing

  • 100% local processing on the user computer without cloud data uploads
  • Detailed audit of every removed element and its triggering rule
  • Support for a wide range of formats including PDF, Word, Excel, and web

Seqora

4.3/5.01 verified review
Freemium

Desktop database client for PostgreSQL, MySQL, MariaDB and SQLite with visual schema design.

  • Completely local operation with no cloud services or remote storage.
  • Visual schema design with automatic SQL query generation.
  • Preview of schema changes in rolled-back transactions before execution.

Ramphast

4.3/5.01 verified review
Paid$29/mo

White-label Odoo hosting service for partners managed from a single panel

  • Run Odoo hosting under your own brand on custom servers
  • Automated continuous deployments directly from GitHub repositories
  • Centralized management for environments, backups, and instances

KNIME

4.3/5.01 verified review
Freemium

Open source data science platform with visual workflow building

  • Intuitive node-based graphical interface for building ETL and analytical workflows
  • Free and open-source desktop version with full analytical capabilities
  • Corporate pricing model focused on capacity rather than restrictive per-user licenses

No self-hosted or open-source platforms found in this page view.

Market Quadrant & Architecture: Data Infrastructure & Cloud

Vector evaluation comparing audited technical score (Y-Axis) against feature coverage (X-Axis). 100% SSR rendered without client scripts.

Q1

LEADERS

High score and broad feature coverage

Q2

HIGH PERFORMERS

High score focused on core specialized capabilities

Q3

CONTENDERS

Broad feature set with developing technical scores

Q4

NICHE

Focused solutions for specific lightweight use cases

Market Quadrant & Architecture: Data Infrastructure & Cloud
ToolAssigned QuadrantTechnical ScoreVerified Features
DataikuLEADERS4.4/5.07 features
CohesityLEADERS4.4/5.06 features
MosyleLEADERS4.4/5.05 features
SpaceliftLEADERS4.4/5.07 features
env0LEADERS4.4/5.06 features
AzureLEADERS4.4/5.07 features
Fly.ioLEADERS4.4/5.06 features
IruLEADERS4.3/5.05 features
AgnosHIGH PERFORMERS4.3/5.02 features
SeqoraHIGH PERFORMERS4.3/5.02 features
RamphastLEADERS4.3/5.05 features
KNIMELEADERS4.3/5.06 features