AI data infrastructure
Building high-quality video datasets for training, fine-tuning, or multimodal research requires clean, structured, reproducible delivery — not a patchwork of scripts. StormKeep delivers video files, transcripts (where available), metadata, hashes, and JSONL manifests directly into your S3, GCS, or Azure destination, scoped to sources your team defines.
StormKeep is a delivery service, not a content marketplace. Customers are responsible for ensuring they have the right to use requested sources for their intended purpose.
Collecting video data at YouTube scale is not just about volume — it is about structure, reproducibility, and source governance. Common pain points include brittle scripts, inconsistent metadata formats across runs, missing manifests, and unclear provenance signals.
Different runs produce different schemas, file names, or missing fields without a strict packaging contract.
Without manifests, ingestion and dataset versioning becomes manual and error-prone.
Teams need a workflow for approved sources and scoped collection, not open-ended crawling.
A managed pipeline for structured video data — from your approved sources into your cloud.
| Deliverable | Format | Use in AI pipelines |
|---|---|---|
| Video files | MP4 | Training datasets, evaluation sets, multimodal research |
| Transcripts/captions | VTT / TXT | ASR benchmarking, retrieval, NLP pretraining (where appropriate) |
| Metadata | JSON | Filtering, dataset curation, attribution tracking |
| Thumbnails | JPG | Visual classification, multimodal inputs |
| Hashes + timestamps | Per file / UTC | Integrity checks, provenance signals, dataset versioning |
| Delivery manifest | JSONL / CSV | Dataset registries, pipeline ingestion, reporting |
Scoped inputs. Consistent outputs. No pipeline to maintain.
Approved channels, playlists, or curated URL lists.
Quality tier, transcript formats, metadata fields, manifest schema.
S3, GCS, Azure Blob, or SFTP — customer-controlled destinations.
Use manifests for ingestion, versioning, and refresh jobs on a defined cadence.
Managed delivery does not substitute for source review. StormKeep operates as a delivery service scoped to sources customers provide. We do not select, suggest, or endorse content sources.
No. StormKeep delivers from customer-defined sources into customer-controlled destinations.
Yes. Recurring delivery jobs can be configured for defined sources and cadence.
JSONL manifests provide a consistent index for dataset registries and downstream processing.
Delivery parameters are configurable. Contact the team to discuss your output requirements.
DIY approaches require ongoing maintenance and produce inconsistent output formats. StormKeep is managed delivery with a defined output contract and support relationship.
StormKeep delivers structured artifacts and manifests into your cloud for training and evaluation workflows.