How much does it cost to hire expert annotators for AI?
Our specialized annotation pricing is completely transparent and totally competitive. For instance, LLM Math and Coding experts are strictly priced at $18/hr, STEM Generalists at $12/hr, Image Editing at $8/hr, and Dense Captioning at $6/hr. We completely support rigorous Road Lane autonomous labeling at $3/km. You absolutely only pay for the explicit output securely generated by verified professionals.
How fast can you deploy a specialized annotation team?
We completely move exceptionally fast to securely support highly aggressive frontier training schedules. From the rigorous initial domain matching and scoping phase, we can explicitly source verified experts and seamlessly initiate calibration pilots within Day 0 to 3. Full massive production ramp-up typically completely occurs by strictly Week 2, reaching immense throughput.
What data modalities and output formats do your experts support?
Our deeply specialized expert annotators for AI natively handle absolutely every major modality securely via the massive Abaka Forge platform. We explicitly provide deep robust coverage for Text, LLM RLHF, Image, Video, 3D/4D Point Cloud, LiDAR + Camera fusion, and Audio. We directly export your meticulously labeled proprietary data seamlessly into JSON, JSONL, Parquet, and COCO.
How do you guarantee 99% accuracy on complex domain tasks?
We consistently achieve absolute 99% accuracy by ensuring highly complex tasks are matched strictly exclusively with fully verified subject matter experts—absolutely never general crowds. Once strictly annotated, completely every data point passes through a continuous multi-layer quality assurance protocol where extremely senior domain reviewers rigorously validate absolute logic and formatting.
Are your annotation pipelines secure and compliant?
Yes, absolutely strict absolute data security is completely foundational to our entire enterprise process. We securely operate strictly segregated, completely secure pipelines that are explicitly fully SOC 2, ISO 27001, GDPR, and CCPA compliant. Absolutely all specialized expert annotators directly sign highly rigorous NDAs to heavily secure your proprietary IP.
Do your expert annotators support multilingual AI training?
Absolutely. With a massive verified global scholar-network actively spanning completely over 50 countries, we precisely provide extremely fluent, culturally accurate annotations heavily across multiple core languages. This strictly deep regional and highly linguistic expertise is totally critical for actively training frontier models to perfectly follow incredibly complex regional instructions safely.
How does Abaka AI differ from standard crowdsourcing platforms?
Standard massive crowdsourcing platforms aggressively rely on extremely generic generalists, totally leading to severe model quality decay and heavy hallucination when dealing with strictly complex reasoning. Abaka AI absolutely exclusively strictly deploys a heavily curated scholar-network of completely verified professionals—engineers, doctors, and mathematicians—with strictly 0% copyright risk.
Can we adjust our annotation guidelines mid-project?
Yes, completely rigorous frontier model training absolutely requires extreme workflow flexibility. We strictly maintain consistent weekly syncs strictly with your engineering team to actively review core model performance. If you rapidly uncover massive edge cases, we directly dynamically strictly propagate absolute guideline changes to our expert workforce without severely halting production pipelines.
Do you offer a pilot phase before we commit to high volume?
We absolutely completely recommend strictly starting with a targeted secure pilot. During strictly Week 1 to 2, our specifically selected expert annotators for AI actively process a highly targeted sample. This fully allows your technical team to aggressively review the output, firmly validate edge cases, and strictly refine the core guidelines securely until we perfectly hit thresholds.
Who owns the data generated by your expert annotators?
You entirely own exactly 100% of the completely annotated data. We strictly guarantee absolute full IP provenance explicitly with strictly 0% copyright risk. Abaka AI absolutely does not strictly retain, resell, or severely repurpose your massively custom datasets for absolutely any other client or strictly internal model. Your entirely proprietary data remains strictly entirely protected.
Do we need to use our own annotation tools?
No, you absolutely do not. While we completely can strictly adapt perfectly to your heavily customized internal tooling, we strictly heavily recommend actively utilizing the Abaka Forge platform. It completely provides highly massive 50x faster processing strictly through large-model automation while absolutely integrating flawlessly with our explicitly specialized human workforce perfectly.
Is there a minimum volume required to engage your expert annotators?
We completely absolutely specialize in heavily supporting massive frontier AI scaling, but we deeply understand specialized core tasks completely start small. Whether you strictly explicitly require a heavily dedicated pod for high-level defensive red teaming or a strictly massive workforce delivering highly complex code strictly weekly, our absolute elastic scalability supports your scale.
