Enterprise data operations

Scale Your AI & Data Operations with Verified Global Workforce Batches

Flexwork packages RLHF, annotation, moderation, and custom micro-tasks into routed batches. You keep the dataset and guidelines. We handle ingestion, scoring rules, workforce matching, and formatted delivery.

An operations team reviewing dataset batches

How client data is processed

Five steps from raw upload to structured delivery

Click a step to inspect it. The sequence is the same path used to turn a client dataset into worker-ready batches and a clean export.

Secure server racks used for data ingestion

Step 01

Secure Data Ingestion

Direct API & Cloud Bucket Integration

Securely upload raw datasets (RLHF text prompts, audio, document pairs, or image sets) via S3 connectors or custom webhooks.

S3 and webhooks

Ingest from a bucket or a custom API without emailing files around.

Gold-standard QA

Guidelines become scoring forms and hidden test questions before work starts.

JSON or CSV back

Consensus-checked output returns to the same API or cloud destination.

Ready to brief a batch?

Share volume, category, and delivery format. We reply within 24 hours with a packaging plan.

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