How much do your Model Training Labels Experts cost?
Our pricing is transparent and highly competitive, tailored to the required domain expertise. For specialized tasks, we offer per-hour rates: LLM Math/Coding is $18/hr, STEM Generalist tasks are $12/hr, Image Editing is $8/hr, and Dense Captioning is $6/hr. For autonomous driving datasets, road lane annotation is priced at $3/km. We ensure you only pay for the exact scholarly precision your frontier model requires.
How quickly can you scale a team of specialized annotators?
We move rapidly to support your timelines. Initial scoping and expert matching occur within Day 0–3. By Week 1–2, we calibrate our pipelines and begin initial batches. By Week 2–3, we hit massive scale, allowing our experts to process up to 500 complex files per day per annotator, accelerating your time-to-market.
What data modalities and output formats do you support?
Through the Abaka Forge platform, we handle a wide spectrum of modalities including Text, LLM RLHF, Image, Video, 3D/4D Point Cloud, LiDAR + Camera fusion, and Audio. We export your pristine annotated data into standard formats such as JSON, CSV, COCO, JSONL, Parquet, and ROSbag, seamlessly integrating with your existing training infrastructure.
How do you guarantee 99% accuracy on complex reasoning tasks?
We reject standard crowdsourcing in favor of a scholar-network featuring PhDs, scientists, and industry professionals. We enforce strict, multi-layer quality assurance protocols where senior reviewers audit the data meticulously. This scholarly approach ensures nuanced, highly technical datasets achieve our standard 99% accuracy guarantee.
Is my proprietary enterprise data secure during the labeling process?
Absolutely. We are fully SOC 2 and ISO 27001 certified, adhering to GDPR and CCPA regulations. Our experts operate under strict NDAs within segregated, secure pipelines. Whether you require on-site talent or remote secure access, your proprietary training data is rigorously protected at all times.
Can you provide expert annotators for non-English datasets?
Yes, our expansive network includes native speakers and cultural experts located in over 50 countries. We offer precise labeling for multilingual TTS, translation, sentiment analysis, and culturally nuanced instruction following, ensuring your global AI models perform flawlessly across different languages and regions.
Why choose Abaka AI over traditional data labeling platforms?
Unlike traditional platforms that rely on gig-worker volume, we focus exclusively on Human Intelligence for frontier AI. We provide true domain experts—lawyers, mathematicians, and coders. Furthermore, we never build competing models, and we guarantee 0% copyright risk, making us the most trustworthy partner in the industry.
How do you handle changes to the annotation guidelines mid-project?
Frontier AI development requires agility. We hold structured weekly syncs to review edge cases and adapt to your evolving needs. When your guidelines change, we rapidly re-calibrate our Model Training Labels Experts through the Abaka Forge platform, ensuring your entire dataset aligns with the updated parameters immediately.
Do you offer a pilot program before we commit to a large-scale engagement?
Yes, we highly encourage a pilot phase. During Week 1–2, we establish a specialized task force to process a representative sample of your data. This allows you to evaluate the 99% accuracy of our experts, test our API integrations, and refine the prompt engineering instructions before scaling to maximum volume.
Who owns the labeled data once the project is completed?
You maintain 100% ownership. Your data is exclusively yours—it is never repurposed, resold, or shared with other clients. We provide full IP provenance for all generated labels, guaranteeing a 0% copyright risk so you can confidently deploy your frontier models into production.
What platform do your annotators use to label the data?
Our experts utilize Abaka Forge, an all-in-one platform engineered specifically for collection, cleaning, annotation, and training preparation. Abaka Forge handles all data types and utilizes large-model automation to speed up workflows by up to 50x, drastically reducing preprocessing time while maintaining scholarly precision.
Is there a minimum project size or volume requirement to engage your experts?
We are highly flexible and scale according to your needs. Whether you need a small, highly targeted batch of Lean4 mathematical proofs for fine-tuning or a massive, continuous stream of millions of LiDAR annotations for an autonomous fleet, our elastic workforce adapts seamlessly without strict minimum volume constraints.
