Full-featured, Enterprise Grade Data Science and MLOps platform.
December 14, 2021

Full-featured, Enterprise Grade Data Science and MLOps platform.

Douglas Carter | TrustRadius Reviewer
Score 10 out of 10
Vetted Review
Verified User

Overall Satisfaction with Iguazio

Iguazio is a very powerful and reliable tool that i have used for over 3 years now. Being a MLOps Platform it has enabled us to develop, deploy and manage real-time AI applications at scale. The platform includes includes an online and offline feature store,fully integrated with automated model monitoring and drift detection, model serving and dynamic scaling capabilities.

Pros

  • It enables us to develop, deploy and manage real-time AI applications at scale.
  • Easy machine learning and rapidly deploy operational ML pipelines.

Cons

  • The user interface is not so much user-friendly, and easy-to-use, navigate.
  • Real-time Data and Model pipeline.
  • Data + Model Monitoring.
  • Data ingestion and preparation.
  • Is a fully integrated solution with a user-friendly portal.
  • Manage our ML pipeline end-to-end using Full-stack,user friendly environment.
  • Iguazio enables our teams to manage all artefacts throughout their lifecycle.
  • Enhance team work and collaboration in our teams.
Iguazio provides a generic and easy to use mechanism to describe and track code,metadata,inputs and outputs of machine learning related tasks(executions). Users is able to track various elements, store them in a database and presents all running jobs as well as historical jobs in a single report. With Iguazio MLOps platform, data engineers,data scientist and MLOps engineers work in an unified environment with processes that increase productivity right out of the box.

Do you think Iguazio delivers good value for the price?

Yes

Are you happy with Iguazio's feature set?

Yes

Did Iguazio live up to sales and marketing promises?

Yes

Did implementation of Iguazio go as expected?

Yes

Would you buy Iguazio again?

Yes

With Iguazio we are able to scale up our organisations AI infrastructure which us vital to meet business goals and accelerate time-to-time. We are also able to manage our ML pipeline end-to-end using a full-stack,user-friendly environment, feature-rich integrated feature store and powerful data transformation and real-time feature engineering capabilities.

Iguazio Feature Ratings

9.8
Connect to Multiple Data Sources
10
Extend Existing Data Sources
10
Automatic Data Format Detection
10
MDM Integration
9
9.5
Visualization
9
Interactive Data Analysis
10
9.5
Interactive Data Cleaning and Enrichment
10
Data Transformations
9
Data Encryption
9
Built-in Processors
10
9.5
Multiple Model Development Languages and Tools
10
Automated Machine Learning
9
Single platform for multiple model development
10
Self-Service Model Delivery
9
9.5
Flexible Model Publishing Options
10
Security, Governance, and Cost Controls
9

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