Scale your AI pipelines with 99% accuracy using 1M+ vertically specialized annotators across 50+ countries, delivering zero copyright risk and fully provenanced data.
In the race to build frontier AI models, poor data quality is a silent project killer. When teams rely on generalist crowdsourcing for complex tasks like video spatial reasoning, Lean4 mathematics, or dense point-cloud fusion, the results are plagued by errors. This forces highly paid ML engineers to spend weeks cleaning datasets rather than training models. Without rigorous, scholar-grade data annotation and labeling services, model hallucinations spike, deployment timelines extend by months, and millions of dollars in compute are wasted on retraining runs fueled by flawed inputs.
Abaka AI eliminates this bottleneck by treating data as a precision engineering discipline. We deploy a global workforce of over one million vetted, vertically specialized annotators—from doctors to software developers—across more than 50 countries. Combined with our proprietary Abaka Forge platform, which leverages large-model automation to speed up workflows by 50x, we deliver the human intelligence required for rigorous LLM RLHF, complex 3D tracking, and high-stakes reasoning. Your data remains exclusively yours, fully secure, and meticulously formatted for immediate training.
Generalist labelers struggle with advanced reasoning, coding, and spatial tasks, leading to rapid quality decay in training data. This inaccuracy creates compounding errors in foundation models, requiring weeks of expensive rework and manual engineer reviews.
Scaling from thousands to millions of annotated pairs often breaks standard vendor pipelines. Teams hit volume walls as throughput maxes out, drastically stalling the model training lifecycle and delaying product launches by months.
Unclear data provenance and sloppy IP tracking expose organizations to massive copyright risks. Compliance friction slows down enterprise deployment, especially in strict regulatory environments demanding SOC 2, ISO 27001, and GDPR adherence.
We source scholar-network domain experts to annotate and verify complex reasoning tasks, including Chain-of-Thought (CoT), Lean4 mathematics, and high-level logic. With specialized annotators, you achieve 99% accuracy on competition-grade datasets.
Our expert software developers label, evaluate, and red-team code generation outputs across dozens of programming languages. Ensure robust defensive coding capabilities and strict instruction following with multi-layer QA.
Tackle next-generation computer vision with frame-by-frame video spatial reasoning. We annotate complex interleaved visual sequences to power embodied AI, autonomous robotics, and advanced predictive video models.
High-precision annotation for 3D/4D point clouds and LiDAR-camera fusion. From road lane marking to dense indoor scene mapping, we deliver critical data for autonomous driving programs and VR applications.
Align your frontier models with human values using rigorous Reinforcement Learning from Human Feedback. Our specialized teams rank outputs for safety, helpfulness, and factuality to mitigate bias and hallucinations.
Unlock the power of multimodal foundation models with highly descriptive, dense image captioning. We label complex visual relationships, text-in-image instances, and multi-object environments with precision.
Capture realistic Human-Computer Interaction (HCI) trajectories for agentic AI. We provide step-by-step UI navigation data and custom RL environment designs to train autonomous digital agents.
Scale globally with audio transcription, translation, and text-to-speech alignment across 50+ countries. We capture nuances in tone, dialect, and sentiment to power conversational AI in diverse languages.
Eliminate prolonged setup times by leveraging our 1M+ pre-vetted global workforce. We ramp up annotation teams instantly, ensuring rapid data delivery that keeps your frontier model training schedules strictly on track.
Reduce overhead by paying only for output. Avoid the massive hidden costs of recruiting, managing, and provisioning software for in-house labelers, allowing your budget to stretch further for GPU compute.
Mitigate legal and regulatory hazards with our strict data provenance, 0% copyright risk, and secure SOC 2 / ISO 27001 pipelines. Your data remains exclusively yours, guarded by robust NDAs.
Seamlessly scale your data pipelines from hundreds to millions of units. Our managed workforce and optimized Abaka Forge platform handle massive volume spikes without sacrificing our 99% accuracy baseline.
Access scholar-network reviewers for niche domains rather than relying on untrained crowds. From medicine to Lean4 math, we match the exact vertical expertise required for your specialized tasks.
Free your ML engineers from the burden of manual data cleaning. By outsourcing to Abaka AI, your team can refocus entirely on algorithm development, architecture, and pushing the boundaries of AI.
Powering Tier-1 autonomous driving programs with hyper-accurate LiDAR-camera fusion, 3D/4D point cloud tracking, and road lane annotations at $3/km, ensuring safety in complex real-world driving environments.
Providing frontier model labs with rigorous RLHF, complex instruction following, and CoT reasoning data. We align multimodal and text generation systems with expert human intelligence for 99% accuracy.
Fueling physical automation with meticulously labeled spatial reasoning, custom RL environment setups, and multi-sensor fusion data to train responsive, real-world robotic agents.
Deploying credentialed medical professionals to annotate specialized clinical texts, medical imagery, and biological data, strictly within isolated, secure pipelines for advanced diagnostic AI research.
Enhancing computer vision for checkout-free stores and e-commerce visual search through precise image segmentation, dense captioning, and multi-object tracking in dynamic shopping environments.
Training robust financial analysis models and intelligent agents using secure, highly regulated data pipelines. We label intricate business and financial documents for accurate entity extraction and sentiment analysis.
Labeling massive satellite imagery and aerial LiDAR datasets for urban planning, defense, and environmental monitoring, leveraging multi-layer QA to identify microscopic topographical changes.
Operating strictly under isolated, compliant data pipelines to annotate highly sensitive visual and text streams, ensuring the highest standards of confidentiality and precision for defense applications.
Supporting precision farming and defect detection models with specialized annotations of crop health imagery, drone footage, and industrial IoT sensor data to optimize global supply chains.
We partner with your ML team to define exact annotation guidelines, establish quality benchmarks, and provision isolated, secure pipelines within the Abaka Forge platform. We assign specialized domain experts.
A dedicated pod begins annotating a pilot batch of your data. We rigorously review the outputs alongside your team, fine-tuning edge cases, updating instructions, and calibrating our multi-layer QA process.
We scale operations seamlessly, unlocking up to 500 files per day per annotator. The workflow integrates large-model automation to pre-label inputs, reducing overall preprocessing time by up to 70%.
Batches of highly accurate, formatted data are delivered continuously to your endpoints. Our robust platform ensures 99% accuracy is maintained even as volume increases to millions of units.
You receive detailed weekly reporting on throughput, accuracy metrics, and budget utilization. We continuously refine the RLHF feedback loops and workforce allocation to maximize efficiency and data quality.
Our data annotation and labeling services span all major modalities, processed efficiently through the Abaka Forge platform. We deliver precise, training-ready formats tailored to your proprietary architecture.
| Modality | Annotation Types | Tools | Output Formats |
|---|---|---|---|
| Text | Entity Extraction, Sentiment, Instruction Following, Reasoning | Abaka Forge | JSON, JSONL, CSV |
| LLM RLHF | Ranking, Factuality Checks, Red Teaming, Bias Audits | Abaka Forge | JSONL, Parquet, Custom API |
| Image | Dense Captioning, Bounding Boxes, Polygons, Segmentation | Abaka Forge | COCO, YOLO, Pascal VOC |
| Video | Spatial Reasoning, Object Tracking, Action Recognition | Abaka Forge | JSON, MP4+XML, Custom |
| 3D/4D Point Cloud | Cuboids, Semantic Segmentation, Object Tracking | Abaka Forge | PCD, JSON, custom formats |
| LiDAR + Camera fusion | Sensor Alignment, Multi-Sensor Tracking, Road Lanes | Abaka Forge | JSON, Rosbag-derived, custom |
| Audio | Transcription, Multilingual TTS Alignment, Emotion | Abaka Forge | WAV+JSON, TextGrid |
A frontier model lab was struggling to scale their complex mathematical and coding reasoning datasets. Crowdsourced platforms failed to comprehend high-level Lean4 logic, resulting in high error rates and forcing expensive in-house ML engineers to spend weeks validating thousands of flawed prompts. They urgently needed a highly scalable, scholar-grade data annotation service that could handle extreme complexity without compromising delivery speed or data security.
Abaka AI deployed a specialized pod from our scholar network, exclusively recruiting advanced math and computer science professionals. Operating securely within the Abaka Forge platform, this dedicated workforce leveraged large-model automation to tackle the initial data structuring. Our multi-layer QA process ensured rigorous validation of every CoT pathway and defensive coding output, fully isolating the pipeline to guarantee 0% copyright risk and absolute IP protection.
The lab achieved an unprecedented 99% accuracy on competition-grade reasoning benchmarks. By offloading the complex annotation process, their internal team reduced preprocessing time by 70%, accelerating the model’s training schedule by over three months. The highly accurate data eliminated the need for costly retraining runs, saving the organization millions in compute resources while successfully pushing their model to the frontier of reasoning capabilities.
Abaka AI’s scholar-network changed everything for our reasoning capabilities. We tried generic labeling services before, but only Abaka’s math and coding experts could accurately evaluate our complex Lean4 outputs at scale.
The 3D point cloud and LiDAR fusion annotations provided by Abaka are impeccably accurate. Their ability to deliver road lane annotations seamlessly integrated into our training pipeline, shaving weeks off our schedule.
Scaling our RLHF data collection was daunting until we partnered with Abaka. Their platform sped up our preprocessing by 70%, and their strict adherence to SOC 2 and NDAs gives our enterprise clients complete peace of mind.
We needed specialized medical professionals to annotate clinical imagery. Abaka AI provided a global network of vetted experts that maintained an astounding 99% accuracy rate across thousands of complex visual files.
We never build models that compete with you, ensuring your intellectual property remains exclusively yours. Unlike competitors who might repurpose your custom datasets, Abaka AI guarantees 0% copyright risk on collected data. You retain full IP provenance, and your data is never resold or shared, allowing you to train frontier models with absolute confidence.
We employ a vetted global workforce covering complex domains like Coding, Mathematics, Medicine, and Law. This ensures unparalleled precision for specialized tasks.
Operating without VC pressure since 2019, our focus is entirely on being a trustworthy data partner, prioritizing your long-term success over short-term metrics.
Our infrastructure adheres strictly to SOC 2, ISO 27001, GDPR, and CCPA standards. We process all annotations within segregated, secure pipelines guarded by rigorous NDAs to protect your most sensitive information.
Our proprietary all-in-one platform combines collection, cleaning, and annotation. By leveraging large-model automation, we execute workflows up to 50x faster than traditional manual labeling platforms.
From complex LLM RLHF and 3D/4D point cloud fusion to multilingual speech mapping, we handle all data modalities under one roof. Our unified approach eliminates vendor sprawl and guarantees consistent quality.
Label the Present. Train the Future. Partner with Abaka AI for specialized, secure data annotation.
