G2

Brian E.

Backend Engineer

Mid-Market (51-1000 emp.)

1/15/2026

"Built for fast model development cycles"

5/5

What do you like best about Encord?

We build a lot of infrastructure in-house, but made a strategic decision to use best-in-class tools that Encord offers for training data curation and annotation. The S3 integration works really well - we connected our AWS pipeline and now data just flows where it needs to go. Our team can pull up everything in Encord to review and annotate without any problems. The interface is intuitive and AI features like SAM integration saves us a lot of time. The whole workflow from ingestion to export is smooth, which matters when you move fast. When we do hit issues, their support team is quick to respond through Slack. Review collected by and hosted on G2.com.

What do you dislike about Encord?

We haven't run into any major issues with the platform. Review collected by and hosted on G2.com.

What problems is Encord solving and how is that benefiting you?

We needed an annotation platform that could keep up with our model development velocity. Data annotation workflow can't be a bottleneck. Encord became our go-to platform for curating and annotating training data. The AWS integration means video data from our collection systems flows into Encord where it can be annotated and fed back into the pipeline. The UI and AI-assisted features cut down manual labeling time significantly. Bottom line: we can annotate new data and deploy updated models within 24 hours. That speed is critical for our product development timeline, especially for our physical security use cases. Review collected by and hosted on G2.com.