How much does your model training labels solution cost?
We proactively provide fully transparent, highly competitive pricing based exactly on your task complexity and domain expertise. For specialized requirements, our expert LLM Math and Coding annotation is exactly $18/hr, while reliable STEM Generalist tasks seamlessly run at just $12/hr. Image editing is highly affordably priced at $8/hr, Dense Captioning precisely at $6/hr, and complex road lane annotations for autonomous driving at just $3/km. We also offer highly affordable Abaka Forge credits strictly at $0.20 USD each, ensuring complete cost predictability and extreme operational agility for your budget.
What is the typical turnaround time for large dataset labeling?
Overall timeframes scale completely dynamically strictly based on your total required volume, but our massive, elite network of over 1 million global annotators safely ensures incredibly fast delivery. After a completely standard 1 to 2-week pilot calibration phase, we typically process highly complex data at massive velocity, effortlessly supporting up to 500 files per day per annotator. Furthermore, the highly integrated Abaka Forge automation layer safely accelerates overall delivery by 50x, continuously and reliably reducing overall enterprise project timelines by highly critical weeks or even months.
What data modalities and output formats do you support?
Our incredibly comprehensive solution seamlessly covers Text, Image, Video, 3D/4D Point Cloud, complex LiDAR + Camera fusion, and highly detailed Audio. We expertly, natively handle incredibly advanced frontier tasks precisely like LLM RLHF and spatial reasoning. We output completely flawlessly into all standard industry formats strictly including JSON, CSV, Parquet, COCO, YOLO, and highly customized binaries, perfectly guaranteeing that our precisely labeled datasets securely drop directly into your existing machine learning pipelines.
How do you maintain high accuracy on complex, domain-specific tasks?
We flawlessly achieve a highly consistent 99% accuracy rate strictly by deploying a vertically specialized scholar-network entirely rather than a low-quality generic crowd. Our highly vetted reviewers hold distinct, proven expertise in Coding, Languages, Mathematics, Science, and Medicine. Furthermore, we consistently employ a highly rigorous 6-dimensional evaluation framework perfectly combining objective benchmarks, advanced automated Model-as-Judge auditing, and continuous, strict multi-layer human quality assurance checks to completely guarantee absolute precision.
Is my proprietary training data kept secure during the labeling process?
Absolute enterprise data security is our most foundational promise to you. We are completely, fully SOC 2 and ISO 27001 certified, safely ensuring completely strict ongoing compliance with GDPR and CCPA frameworks globally. All incredibly sensitive annotations are performed entirely within completely segregated secure pipelines, and absolutely every single team member operates exclusively under highly rigorous NDAs. We completely guarantee absolute full IP provenance and 0% copyright risk on all collected data.
Can you handle multilingual RLHF and complex audio datasets?
Absolutely yes. We strictly maintain a highly diverse, incredibly well-trained global workforce actively spanning over 50 countries worldwide. This massive global presence allows us to flawlessly and natively handle highly nuanced multilingual text and audio labeling, completely encompassing complex multi-turn chat dialects, localized cultural sentiment analysis, and highly sophisticated instruction following, which is absolutely essential for effectively creating truly robust, highly globally capable enterprise foundation models.
How does Abaka AI differ from generic data crowdsourcing platforms?
Unlike highly unreliable standard crowdsourcing tools that continuously struggle with catastrophic quality decay on highly complex AI, we are an entirely self-funded, fiercely trustworthy data partner entirely dedicated to frontier AI. We precisely provide a highly curated scholar-network, absolutely not random gig click-workers. Most importantly, we completely, strictly guarantee that we will absolutely never build models that compete with you; your data is strictly never repurposed, resold, or secretly shared.
Can we adjust our annotation guidelines in the middle of a project?
Absolutely. Rapid frontier AI development is entirely inherently iterative, and our highly advanced core processes are purposefully built precisely for extreme operational agility. You can seamlessly refine complex formatting instructions, adjust reasoning protocols, or tightly redefine edge-case definitions during our highly standard weekly performance reviews. Our dedicated management teams rapidly, flawlessly deploy these critical updates instantly to our annotators, exactly ensuring perfect real-time alignment with your rapidly evolving model architecture.
Do you offer a pilot phase before we commit to large-scale annotation?
Yes, we highly strongly recommend a heavily detailed pilot phase for absolutely every single new model training labels solution deployment. Actively taking place precisely during the highly critical initial 1 to 2 weeks, this detailed pilot allows our top domain experts to completely process a representative sample batch of your complex dataset. We highly collaboratively fine-tune instructions and perfectly calibrate our absolute 99% quality metrics directly with your core engineering team to precisely ensure absolute perfection before scaling.
Who owns the labeled data once the project is complete?
You effortlessly and exclusively retain 100% absolute total ownership of absolutely all collected and precisely annotated data. Abaka AI strictly, legally functions entirely as your totally dedicated, highly secure enterprise service partner. We completely guarantee that your incredibly valuable proprietary IP is absolutely entirely yours permanently, heavily backed with absolute full provenance tracking. We will absolutely never reuse, license, or secretly share your valuable training assets with anyone.
Do we need to use our own internal labeling software?
Absolutely no internal software or tools are required on your end. We flawlessly leverage the highly powerful Abaka Forge platform, a complete all-in-one enterprise system that seamlessly strictly manages data collection, advanced cleaning, highly precise annotation, training, and production workflows entirely. It perfectly integrates highly robust AI automation to safely accelerate overall processing by an incredible 50x, though we can absolutely safely seamlessly adapt directly to your proprietary tooling environments if you strongly prefer.
Is there a minimum project size required to engage your services?
We completely offer highly incredibly elastic enterprise engagement models perfectly designed to flawlessly support both incredibly targeted, highly specialized early pilots and massively scaled, incredibly large enterprise-grade production runs. While we highly safely excel at completely overcoming severe volume walls for massive multi-million instance foundation models, our core infrastructure is entirely safely flexible. Contact our elite experts immediately to flawlessly design a completely customized project scope that perfectly strictly aligns with your exact needs.