Flexible Ways to Work With Us
Every dataset program is scoped to your modality, language, and volume. Pick the engagement model that fits your stage — from a one-off pilot to an ongoing data partnership.
Pilot & Fixed Scope
A defined deliverable — annotation, transcription, or a sample dataset — priced per unit. Ideal for validating quality before scaling.
- Per-item / per-hour pricing
- Fixed scope & timeline
- Quality report included
- 48h pilot scoping
Ongoing Data Partner
A dedicated, qualified team running continuous batches each month with managed QA and predictable monthly billing.
- Dedicated annotator pool
- Managed QA & project lead
- Monthly volume commitment
- Priority turnaround
RLHF & Custom Datasets
Specialized programs — RLHF, evaluation, red-teaming, and proprietary dataset creation — scoped and priced to your model.
- RLHF & preference data
- Model evaluation & safety
- Custom dataset design
- Enterprise SLAs & NDA
Transparent unit pricing is shared after a short scoping call, because rates depend on language, modality, complexity, and volume. There are no platform lock-ins or hidden fees.
Pricing FAQ
How is a project priced?
Most work is priced per unit — per audio minute, per annotated item, or per hour — based on language, modality, and complexity. We confirm the rate after a quick scoping call.
Is there a minimum order?
Pilots start small so you can verify quality first. Retainers have a monthly volume commitment we agree together.
How fast can you deliver?
Pilot scoping happens within 48 hours. Delivery timelines depend on volume; retainer clients get priority turnaround.
How do you guarantee quality?
Every batch runs through guideline creation, annotator qualification, dual review, adjudication, and final sign-off, with audit trails and a quality report.
Is my data kept confidential?
Yes. We work under NDA, follow a DPDP Act 2023 compliant pipeline, and never reuse client data across projects.
Which languages do you cover?
Tamil, Telugu, Kannada, and Malayalam today — including major regional dialects — with more Indic languages on the roadmap.
Ready for a quote?
Tell us your language, modality, and volume — we'll scope it within 48 hours.