The short answer
The registry records Scale AI Training Data Annotation & RLHF Platform as a possible interpretation of SCALE.AI* DATA PLATFORM. This descriptor-to-company association has not passed claim-level evidence review. Compare the exact line, amount and posted status with your own receipt or account activity; the name alone cannot confirm the merchant or whether you authorized the payment.
What do the parts of SCALE.AI* DATA PLATFORM mean?
- SCALE.AI * DATA PLATFORM
- Before the asterisk, "SCALE.AI" usually names the platform or parent company. After it, "DATA PLATFORM" usually names the product, store or order. How descriptors work →
The notes below are unreviewed registry explanations, not confirmation of merchant identity, authorization or current policy. Claim-level source review is pending for this entry.
Why it shows up like this
Unreviewed registry note: Scale AI works with leading technology companies and research institutions worldwide to accelerate machine learning deployments. The bank statement descriptor `SCALE.AI* DATA PLATFORM` indicates a software and artificial intelligence training payment made to Scale AI, Inc., providing professional data annotation, reinforcement learning from human feedback (RLHF), and synthetic data generation for machine learning and generative AI models. This transaction covers enterprise platform usage fees or dataset labeling batches.
Unreviewed registry note: This charge typically appears on your corporate credit card because your engineering team submitted datasets for human annotation, evaluated large language models, or incurred metered API usage under an enterprise subscription agreement. Invoices bill automatically based on completed task volumes, bounding box annotations, expert review hours, or contractual billing milestones.
Unreviewed registry note: To verify, review, or pause this enterprise data platform service, sign into your corporate account on the official Scale AI dashboard and inspect your organization billing settings. If you notice unexpected billing activity or wish to terminate active annotation pipelines, contact your dedicated account representative or billing support immediately to resolve the issue promptly and efficiently. Enterprise account managers are available to assist with custom contract terms.
Don’t recognize it? Common scenarios
- Unreviewed registry note: An AI development team submitted a dataset batch for human annotation or model evaluation.
- Unreviewed registry note: An ongoing platform contract or recurring API annotation batch processed on the company card.
- Unreviewed registry note: A pilot project for GenAI model benchmarking converted to a paid billing cycle.
Frequently Asked Questions
How does Scale AI bill for data labeling tasks?
Unreviewed registry note: Scale AI bills per completed annotation task based on task complexity, bounding boxes, segmentation masks, or expert evaluation hours.
Independent reference — not affiliated with Scale AI, Inc.. Billing names and policies change; verify with the merchant or your bank before acting.
Sources and evidence
Sources may support different parts of this page. A company homepage does not establish a statement descriptor, refund policy or contact detail. Check the claim notes and your own receipt before acting.
- Scale AI Platform Overview & Solutions https://scale.com
- CFPB: Disputing Unrecognized Charges https://www.consumerfinance.gov
Evidence review pending · pending · About UnknownCharges