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Enterprise Layer Intelligence
Categories/AI Orchestration & MLOps/Perit
Perit

Perit

Founded by Kshitij Dixit

Order custom speech, video, and embodied training data for machine learning models

Pricing model

Paid

Rating

★ People love it

Time to value

Long Setup (> 1 day)

You can use Perit to order custom training datasets, data annotation, and evaluation benchmarks for machine learning systems. The service captures speech, egocentric video, depth data, and robotics teleoperation demonstrations directly from real-world workers in specific industries across multiple locales. Perit provides word-aligned audio transcriptions with exact timestamps, filler words, and noise tags. Teams can also test voice agents against live speech-to-speech reinforcement learning environments and held-out benchmarks to evaluate speech recognition, latency, and conversational reliability under realistic conversational conditions.

What Perit does

Order custom speech recordings across specific international accentsGenerate word-aligned transcripts with millisecond-level timestampsRecord teleoperation and gripper manipulation demonstrations for robotsBenchmark speech-to-speech models using live human callersAnnotate failure-case inputs where existing models make errorsCapture 3D scene data using handheld LiDAR and stereo camerasEvaluate speech transcription accuracy against human gold standardsCollect custom speech, video, image, and text datasets across nine languagesProvide word-level alignment with exact timestamps for speech latency scoringRetain spoken fillers, false starts, and background noise tags in transcriptionsCapture embodied robotics data including egocentric video, depth, and teleoperationDeliver pilot batches within one to two weeks with quality reportsRun speech-to-speech reinforcement learning environments with live human callersRecruit domain specialists like claims handlers and ward clerks for annotation

Pricing breakdown

Pricing model: Paid

Tutorials & Demos

Frequently asked

Custom API Data Delivery, Cloud Storage (S3/GCS) Exports, JSON/CSV Metadata Formats, Robotics Middleware (ROS) compatible data, Unverified Python SDK, Web-based Annotation Dashboards, Amazon S3, Google Cloud Storage, ROS (Robot Operating System), Custom REST API, JSON/CSV Export, Python SDK (Unverified), Google Cloud Storage (GCS), Cloud Storage Exports

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Perit, training data, data annotation, audio transcription, word alignment, embodied data, robotics teleoperation, speech datasets, egocentric video, reinforcement learning environments, speech-to-speech benchmarks, ML training data, multimodal data collection, human-in-the-loop, AI evaluation