BergFlow · Controlled Record + QA Layer
Control multimodal annotation with QA at every step.
BergFlow is the controlled record, annotation, and QA layer in the BergLabs system. It handles intake and queue management, labeling and context, quality gates, and validation for multimodal data, including physical-world and embodied-AI workloads.
How it runs
Annotation only, run with production discipline.
01
Ingest and queue control
Work enters through structured queue management, schema assignment, and reviewer routing before a label is ever applied.
02
Context-rich labeling
Instructions, edge cases, and domain context stay attached to each task so specialists label with the right signal instead of guesswork.
03
Quality gates and validation
Every batch clears validation gates before downstream handoff, with exceptions looped back for correction instead of quietly passing through.
Modalities
Built for multimodal and physical-world data.
Proof
Annotation quality you can measure.
BergFlow reports quality by batch, reviewer, task type, and modality, including image, video, audio, 3D, and physical-world pipelines.
Keep exploring