Encord

Active, privately held.

Sources 1, 2, 3 · checked 2026-11-08

• Post-training alignment workflows to generate preference data for RLHF, DPO, and model evaluation
• Consensus workflows, annotator training modules, and annotator performance dashboards
• Multimodal annotation: image, video, audio, documents, DICOM, 3D/LiDAR; LLM evaluations as a plan add-on
• Data-as-a-service annotation and collection

Sources 1, 2, 3 · checked 2026-11-08

• Teams that want to run preference collection on their own platform with data kept in their cloud
• Multimodal and vision-language programs that need preference data beyond text

Sources 1, 2, 3 · checked 2026-11-08

Contact vendor (Starter, Team, and Enterprise plans listed without public prices)

Sources 1, 2, 3 · checked 2026-11-08

• SOC 2 (completed SOC 2 examination, per security page)
• HIPAA compliant (stated)
• GDPR compliant (stated)

Listed as stated by the vendor. Scope can differ by product or subsidiary; request current reports.

Sources 1, 2, 3 · checked 2026-11-08

• No public prices on pricing page
• LLM evaluations are listed as an add-on; confirm which plan includes preference workflows
• Platform-first: confirm who supplies raters if you do not bring your own

Sources 1, 2, 3 · checked 2026-11-08