ML FLOW

mlflow.org · San Francisco, United States of America

MLflow is an open-source platform for managing the end-to-end machine learning lifecycle, including experiment tracking, model packaging, and deployment. It provides tools and APIs for data scientists and ML engineers to log runs, register models, and reproduce workflows across different environments. The project is primarily maintained by Databricks and is adopted by organizations to standardize and operationalize their machine learning processes.

  • MLOps & ML Platforms
Employees
20
Founded
2018
Headquarters
San Francisco, United States of America

What 8 Arbolus experts think of ML FLOW

NPS scores range from 7 to 10, with the majority of respondents in the Promoter (9-10) and Passive (7-8) categories. Both influencers and users report consistently positive experiences. All experts with renewal intent data indicated yes, and most are in the MoreThan1Year implementation stage, showing established stickiness. High customer satisfaction aligns with longer term usage and active spend.Overall Customer Sentiment: Positive

Who reviewed ML FLOW

Total customers 8 8 current · 0 former
Reviews growth +7 in six months
Seniority of respondents
  • C-Suite 43% (3)
  • Director 14% (1)
  • Manager 43% (3)
Data Leader Manager NPS 10
Engineering Engineer Manager NPS 9
Data Leader C-Suite NPS 9 Will renew

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Sentiment

62 Net Promoter Score, from 8 scored reviews
  • Promoters 5
  • Passives 3
  • Detractors 0

Cumulative NPS by month

+2 over 5 months
  • Feb 7
  • Apr 8
  • Jun 9
  • Jul 8
  • Sep 9

Net Promoter Score across 1 reviews, accumulated up to each month. Category median 62 across 1 companies.

Written answers and themes publish with the full report.

Renewal intent

Plan to renew 100%
  • Will renew 3
  • Undecided 0
  • Not renewing 0

Plan to renew, by seniority

  • C-Suite 100% 2 answers
  • Director 100% 1 answer
  • 8.7/10 Average score from customers who will renew

For people who use ML FLOW

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  • 8 customers of ML FLOW have already contributed
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