ML platforms & training data tools used by Commerce & Retail companies
Each line links its public proof and the date usedby last checked it.
16
Commerce & Retail companies use ML platforms & training data tools
The most used: Labelbox (3), Weights & Biases (3), and Dataiku (2).Data as of Oct 25, 2026
Ranking
Tools ranked by the Commerce & Retail companies that use them. Ties go to the stronger proof.
Largest and best-proven users
Two labelled views of the same companies. Neither is a score.
Largest companies
By employee range. Size known for 12 of 16.
Procter & GambleChecked Oct 25, 2026
WalmartChecked Oct 25, 2026
AmazonChecked Oct 24, 2026
Strongest proof
Confirmed or declared: 5 of 16. This view filters what you read, never what is counted.
- Procter & GambleChecked Oct 25, 2026
- WalmartChecked Oct 25, 2026
EtsyChecked Oct 25, 2026
Who uses each tool
Strongest proof first. A job post is a signal, the weakest proof.
1
Labelbox3 companies · Checked Oct 25, 202632 confirmed 1 observed- Procter & GambleChecked Oct 25, 2026
- WalmartChecked Oct 25, 2026
- EtsyChecked Oct 25, 2026
2
Weights & Biases3 companies · Checked Oct 24, 202631 confirmed 2 observed3
Dataiku2 companies · Checked Oct 20, 202624
DataRobot2 companies · Checked Oct 19, 202625
H2O.ai2 companies · Checked Oct 24, 202626
Hugging Face2 companies · Checked Oct 24, 202627
Anyscale1 company · Checked Oct 20, 202618
Patronus AI1 company · Checked Oct 6, 202619
Snorkel AI1 company · Checked Oct 19, 20261
How usedby counts
A company counts once per tool, at its strongest proof: confirmed (a case study, a named testimonial, a press release or the company's own account), declared (the company told usedby), observed (a vendor logo wall or customers page) or signal (a job post). Counts cover the companies on usedby, never the whole market.
No software vendor had to be left out.
Data as of October 25, 2026.
Questions
Which ML platforms & training data tools do Commerce & Retail companies use most?
Labelbox leads: 3 of the 16 Commerce & Retail companies on usedby that use ML platforms & training data tools use it. Next: Weights & Biases (3), Dataiku (2), DataRobot (2), and H2O.ai (2). See Labelbox.
How many Commerce & Retail companies use ML platforms & training data tools?
16 Commerce & Retail companies on usedby use at least one of 9 ML platforms & training data tools. It counts the companies usedby tracks.
What proof backs these lines?
Of the 16 companies, each counted at its strongest proof: 5 confirmed, 0 declared, 11 observed and 0 known from a job post.
How does usedby build this ranking?
usedby counts each Commerce & Retail company once per tool, from public proof: case studies, press releases, the company's own site or its declaration to usedby, vendor customer pages and job posts. Every line shows its proof and the date usedby last checked it.