Accelerate your frontier AI development with globally sourced, rigorously vetted training data crafted by over 1,000,000 domain experts across 50 countries.
Building state-of-the-art models requires massive volumes of pristine data, but in-house teams quickly hit a wall. When relying on crowdsourced or unverified inputs, developers face up to a 70% increase in preprocessing time and unacceptable quality decay. Poor AI model training data services lead to cascading errors, biased outputs, and stalled deployments. If your training data lacks expert validation or domain-specific nuance, your model will fail at edge cases, costing millions in wasted compute cycles and delaying your time-to-market by weeks or even months. The cost of compromised data is a compromised model.
Abaka AI transforms this bottleneck into a competitive advantage by delivering scholar-grade AI model training data services tailored to your exact specifications. By leveraging our network of over 1M vertically specialized annotators and our proprietary Abaka Forge platform, we guarantee 99% accuracy across complex domains like mathematics, coding, and spatial reasoning. We eliminate copyright risks and compliance friction through SOC 2 and ISO 27001 certified, segregated pipelines. Whether you are training foundational LLMs or developing embodied robotics, our tailored data solutions ensure your models perform flawlessly in real-world scenarios.
Scaling data operations often forces a compromise on precision. Without rigorous oversight, datasets suffer from up to a 40% error rate in complex reasoning tasks, poisoning the training pipeline. Subpar inputs inherently degrade model outputs, requiring extensive, costly retraining cycles to correct foundational flaws.
Frontier models demand petabytes of nuanced information, yet internal teams max out at minimal throughput. Attempting to manage this internally results in weeks of delays. You need a data partner that can consistently deliver massive scale—up to 500 files per day per annotator—without missing a beat.
Acquiring real-world data introduces massive copyright, privacy, and regulatory hurdles. Without strict data provenance, your model risks severe legal exposure. Navigating GDPR, CCPA, and SOC 2 requirements requires specialized infrastructure to guarantee a 0% copyright risk while maintaining fully segregated and secure pipelines.
Scale your large language models with diverse, high-quality text datasets. We support multilingual translation, sentiment analysis, instruction following, and creative writing tasks. Our specialized linguists ensure culturally nuanced, contextually accurate data for robust chatbot and LLM training.
Align your AI with human values through our expert RLHF capabilities. We deploy scholar-grade annotators for complex reasoning, defensive coding, and factual accuracy. Ensure your frontier models prioritize safety, minimize bias, and strictly adhere to prompt guidelines.
Empower your autonomous systems and retail AI with pixel-perfect visual data. Our teams expertly handle dense captioning, interleaved images, bounding boxes, and object tracking for massive video and image datasets, accelerating preprocessing times by up to 70%.
Train the next generation of robotics and autonomous vehicles with precise 3D/4D point cloud and LiDAR + camera fusion data. Our teams accurately annotate complex spatial environments, road lanes, and indoor scenes, directly supporting embodied AI and spatial reasoning.
Overcome data scarcity with on-demand custom capture pods. We gather real-world text, image, video, IoT sensor, and LiDAR data tailored precisely to your geographic and demographic requirements, delivering fully timestamped, tagged, and pre-filtered assets.
Expose vulnerabilities before deployment with our comprehensive model evaluation framework. We test across 6 dimensions, including robustness, bias, and tool calling capabilities. At just $8 per evaluation, our red teaming guarantees a safer, more reliable enterprise AI release.
Tackle highly specialized subjects requiring advanced degrees. From lean4 mathematics and competitive programming to intricate medical AI and legal reasoning, our expert annotators deliver competition-grade accuracy for the most challenging STEM and humanities tasks.
Streamline collection, cleaning, and annotation with Abaka Forge. Leveraging large-model automation, our all-in-one platform accelerates data processing up to 50x faster. Seamlessly integrate your custom pipelines while tracking full IP provenance and quality assurance metrics.
Bypass the months spent recruiting, training, and managing internal annotation teams. By tapping into our established global workforce and Abaka Forge automation, your raw unstructured data transforms into production-ready assets in a fraction of the time, dramatically reducing your model's time-to-market.
Eliminate the overhead of maintaining an expansive in-house data operations department. Pay exactly for what you need with clear, per-hour or per-unit pricing—such as $18/hr for LLM Math/Coding. Optimize your AI budget while securing best-in-class data quality.
Protect your intellectual property with a trusted partner that never builds competing models. Our SOC 2 and ISO 27001 certified facilities, fully segregated pipelines, and strict NDAs guarantee 0% copyright risk and absolute security for your most sensitive AI initiatives.
AI development cycles are highly variable, requiring massive bursts of data labeling followed by lulls. We offer on-demand scalability to match your exact throughput requirements. Seamlessly ramp up to thousands of annotators instantly, then scale down just as easily.
Stop relying on general crowdsourcing for specialized problems. We match your data requirements with highly vetted experts across fields like automobile engineering, science, business, and law. Guarantee 99% accuracy on your most complex reasoning, biology, and chemistry tasks.
Free your core machine learning engineers to focus on algorithm development and architecture optimization. By outsourcing data collection and annotation, your technical team maintains their momentum, driving frontier AI innovation rather than managing tedious data pipelines.
Accelerate autonomous driving with highly precise LiDAR + camera fusion, road lane annotations (at $3/km), and 3D point cloud tracking. We provide the spatial reasoning data needed for safe, reliable autonomous navigation.
Fuel the next generation of foundational LLMs with scholar-grade instruction following, RLHF, and multi-turn reasoning data. We ensure perfect model alignment and capabilities for coding, math, and creative writing.
Deliver critical spatial and physical context for robotic agents. We design custom RL environments and meticulously annotate 3D indoor scenes (at $100/scan) to enable seamless human-robot interaction and navigation.
Securely process complex medical and biological AI datasets. Leveraging domain experts in medicine, we provide high-fidelity annotations for diagnostic imaging and clinical reasoning while strictly adhering to rigorous data security standards.
Enhance customer experiences and inventory management with comprehensive image and video tracking data. We accurately label dense store environments and consumer behavior patterns to drive computer vision models in smart retail spaces.
Improve fraud detection, risk modeling, and trading algorithms. Our specialized annotators accurately classify sensitive financial documents, transactional patterns, and business data inside strictly segregated, SOC 2 compliant pipelines.
Process massive satellite imagery and geographic datasets. We apply detailed bounding boxes and semantic segmentation to track environmental changes, urban development, and agricultural mapping with pixel-perfect accuracy.
Enhance situational awareness with rigorous data collection and model evaluation. We provide defensive coding checks, red teaming, and robust video spatial reasoning datasets to ensure mission-critical systems operate flawlessly.
Automate industrial inspections and precision farming. We annotate vast quantities of IoT sensor data, drone footage, and real-world captures to train models capable of identifying crop health and manufacturing defects.
We define your AI model training data services needs, mapping out data sources, specialized annotator requirements, and precise guidelines. We conduct initial calibration batches to align our experts with your exact quality standards.
Our team establishes secure, segregated pipelines within the Abaka Forge platform. We integrate your specific formats and deploy our custom large-model automation to ensure processing speeds up to 50x faster than traditional methods.
Our vetted domain experts begin full-scale annotation and RLHF. We achieve a throughput of up to 500 files per day per annotator, ensuring massive data sets are processed with our guaranteed 99% accuracy.
Continuous model-as-judge and human evaluation loops maintain strict quality control. We monitor performance across 6 dimensions, executing red teaming and bias audits to ensure data remains perfectly aligned with your goals.
Receive structured, pre-filtered, and tagged dataset deliveries every week. We hold regular review sessions to optimize guidelines, implement fast change requests, and scale the workforce elastically as your model requirements evolve.
We process all major data types through the unified Abaka Forge platform. From intricate text reasoning to dense 4D sensor fusion, our comprehensive modality coverage ensures your frontier models receive precisely formatted, production-ready inputs.
| Modality | Annotation Types | Tools | Output Formats |
|---|---|---|---|
| Text | Instruction Following, RLHF, Translation, Sentiment Analysis | Abaka Forge | JSON, JSONL, CSV, XML |
| LLM RLHF | Reward Modeling, Factuality QA, Defensive Coding, Math Capabilities | Abaka Forge | JSONL, Parquet, TXT |
| Image | Bounding Boxes, Dense Captioning, Semantic Segmentation, Interleaved Images | Abaka Forge | JPG, PNG, COCO, YOLO |
| Video | Object Tracking, Spatial Reasoning, Action Recognition | Abaka Forge | MP4, AVI, JSON |
| 3D/4D Point Cloud | 3D Bounding Boxes, Scene Segmentation, Object Tracking | Abaka Forge | PCD, BIN, JSON |
| LiDAR + Camera fusion | Sensor Calibration, Road Lane Annotation, Spatial Mapping | Abaka Forge | ROS Bag, JSON, CSV |
| Audio | Transcription, Multilingual TTS, Sentiment Analysis, Speaker Diarization | Abaka Forge | WAV, MP3, JSON |
A frontier model lab required highly complex AI model training data services to upgrade their latest foundational model. They needed tens of thousands of advanced mathematics and coding prompts verified for a critical release. Relying on their internal team proved too slow, and standard crowdsourcing yielded an unacceptable error rate in multi-turn reasoning and competitive programming tasks. The lab faced a severe bottleneck, risking a delayed launch and compromised model performance due to poor data.
Abaka AI rapidly deployed a dedicated pod of scholar-network experts, specializing in STEM and computer science. Utilizing the Abaka Forge platform, we established a secure, SOC 2 compliant pipeline to manage the proprietary prompts. Our team executed rigorous RLHF and multi-layer QA, carefully evaluating math capabilities and defensive coding. By leveraging large-model automation to streamline formatting, our human annotators could focus entirely on verifying logic, ensuring pristine accuracy across the complex datasets.
The project was delivered weeks ahead of schedule, drastically reducing the lab's preprocessing time by 70%. Our expert annotators maintained a strict 99% accuracy rate across all advanced coding and mathematics tasks. The pristine AI model training data directly improved the lab's benchmark scores, ensuring a highly successful and safe frontier model deployment without any copyright risk.
Abaka AI provided the most accurate AI model training data services we have ever utilized. Their ability to source true domain experts for our complex biological reasoning tasks completely transformed our foundational model's capabilities and safety benchmarks.
Scaling our autonomous driving data was seamless with Abaka. At $3/km for road lane annotation, their LiDAR and camera fusion work is highly accurate. They deliver massive volumes on time, completely eliminating our internal data bottlenecks.
The red teaming and RLHF from Abaka AI are unmatched. Their strict compliance and fully segregated pipelines gave us the confidence to handle sensitive data securely. Our model alignment has never been stronger.
Using the Abaka Forge platform reduced our preprocessing time by over 70%. Their transparent pricing and elastic scalability allowed us to optimize our budget while securing best-in-class multi-modal data for our new agentic AI.
Abaka AI stands apart by offering true human intelligence paired with advanced automation. We provide AI model training data services through a global network of over 1M vertically specialized annotators, delivering 99% accuracy on the most complex STEM, coding, and spatial reasoning tasks. With Abaka Forge, we integrate data collection, cleaning, and annotation into one unified platform, significantly accelerating your path to production while completely eliminating copyright risks.
We operate with no VC or acquisition pressure. Your data is never repurposed, resold, or used to build models that compete with yours.
Our facilities are SOC 2, ISO 27001, GDPR, and CCPA compliant, featuring fully segregated pipelines and strict NDAs for total data protection.
We match your needs with real experts. Access advanced degree holders in medicine, law, automobile engineering, and mathematics for competition-grade data accuracy.
No hidden fees. We offer clear pricing like $18/hr for LLM Math/Coding, $8/eval for Red Teaming, and $0.20 per Abaka Forge credit.
From complex 4D point clouds for embodied AI to intricate RLHF text environments, our unified approach handles all data modalities. Our custom capture pods and scalable talent seamlessly adapt to your frontier model's evolving requirements.
Scale your AI model training data services with our global network of domain experts. Label the Present. Train the Future.
