Scale AI, Inc.

scale.com · San Francisco, United States of America

Scale AI, Inc. provides data infrastructure and services that help enterprises and government agencies build, train, and evaluate artificial intelligence models, with a focus on high-quality data labeling, model evaluation, and AI development workflows. The company serves sectors such as technology, automotive, defense, and financial services, generating revenue through subscription and usage-based fees for its software platform and managed data-annotation services.

  • Data Integration & ETL
  • MLOps & ML Platforms
  • Document & Vision AI
Revenue
$250.0M
Employees
600
Founded
2016
Headquarters
San Francisco, United States of America

What 9 Arbolus experts think of Scale AI, Inc.

NPS scores show high variance, with Promoters (NPS 9-10) comprising 38%, Passives (NPS 7-8) at 38%, and Detractors (NPS 0-6) at 25%. Renewal data is sparse, but where available, intent is positive in high-spend segments and negative or uncertain in low/pilot segments. Customers with over a year of implementation are split between strong promoters and detractors, indicating highly polarized experiences. Key themes include strong value recognition in AI-heavy enterprises and uncertainty in early-stage or lower spend users.Overall Customer Sentiment: Neutral

Who reviewed Scale AI, Inc.

Total customers 9 9 current · 0 former
Reviews growth +9 in six months
Seniority of respondents
  • C-Suite 89% (8)
  • Director 11% (1)
Revenue Generalist Director NPS 8
Engineering Leader C-Suite NPS 10
Revenue Partner C-Suite NPS 7

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Sentiment

0 Net Promoter Score, from 9 scored reviews
  • Promoters 2
  • Passives 5
  • Detractors 2

Cumulative NPS by month

+0 over 3 months
  • Jul 6
  • Aug 7
  • Sep 6

Net Promoter Score across 1 reviews, accumulated up to each month. Category median 0 across 1 companies.

Written answers and themes publish with the full report.

Renewal intent

Plan to renew 33%
  • Will renew 1
  • Undecided 1
  • Not renewing 1

Plan to renew, by seniority

  • C-Suite 33% 3 answers
  • 8/10 Average score from customers who will renew
  • 9/10 Average score from undecided customers
  • 1/10 Average score from customers not renewing

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