Dataloop review
RLHF review of model answers is included at Dataloop, a data platform whose annotation studios cover audio, text, image, video, LiDAR and map data.
- Open-source status
- No
- Where it runs
- It runs in the cloud and can also link to storage on servers you own, even air-gapped ones
- Price
- Not made public
- An option that's free
- Its pricing page lists no free plan
- Supported file types
- Map and Satellite images, Rating AI chatbot answers, photos, Video, Text, Audio, 3D laser scanning (LiDAR)
- Laws and audits it cites
- SOC 2 Type II, ISO 27001, GDPR
- Labeling staff
- Supply annotators or labeling companies of your own; the platform is where you manage them
References used: dataloop.ai human feedback · dataloop.ai security · dataloop.ai pricing · dataloop.ai lidar annotation platform · docs.dataloop.ai docs · docs.dataloop.ai gis studio.md · docs.dataloop.ai on prem overview.md · docs.dataloop.ai rlhf.md
Who it's for
Enterprise teams looking for one system that holds data pipelines, models and labeling vendors of their own will find it a good fit. No prices are published, which buyers should note.
Two things to know about Dataloop
- The product is now called the Dell Data Orchestration Engine (DDOE) in its docs.
- ISO 27001 and ISO 27701 are followed, it says, and SOC 2 Type II compliance is claimed.
What Dataloop offers as an annotation tool
- Studios for annotating video, image, audio and text (NLP)
- Video and image sensor fusion with LiDAR
- Geospatial data handled in a GIS studio
- Studio where model responses get feedback through rating chatbot answers (RLHF)
- AI Annotation Assistant, consensus, honeypot and validations give AI help while labeling
Dataloop and similar platforms
| Platform | Open-source status | Where it runs | Price |
|---|---|---|---|
| DataloopThis page | No | It runs in the cloud and can also link to storage on servers you own, even air-gapped ones | Not made public |
 Labelbox | No | Cloud | Not made public |
 Encord | No | Cloud, VPC or on-premises (Enterprise) | Plans on request: Starter, Team and Enterprise |
 V7 Darwin | No | Cloud or your private cloud | Paid plans on request; free tier |
 SuperAnnotate | No | Cloud | Plans on request: Starter, Pro and Enterprise |
See all of them side by side · how open-source tools compare
Labeling services for the files Dataloop handles
What to ask Dataloop before you sign
- Which data types and label tools come with the plan we would buy?
- If we leave, is it possible to export every label in our own format?
- Does the plan include model-assisted labeling, or would that cost extra?
- Can you also supply a labeling team, or do we use our own?
Would you rather have people do the labeling for you? Describe the job once and three annotation companies reply.
Send a brief to three companies