Scale your frontier models with high-quality, fully compliant datasets sourced, curated, and annotated by over 1 million vertically specialized human experts worldwide.
Building state-of-the-art foundation models requires vast amounts of high-fidelity data, but sourcing and labeling it internally is a massive drain on resources. Engineering teams often lose up to 70% of their preprocessing time wrestling with raw, unstructured inputs instead of refining algorithms. Relying on unverified crowdsourcing platforms inevitably leads to quality decay, forcing you to spend weeks re-annotating flawed datasets while computing costs skyrocket and project timelines stall.
As your dedicated AI model training data agency, Abaka AI eliminates these bottlenecks with precision and scale. We combine the power of our proprietary Abaka Forge platform with a global network of 1,000+ enterprise and research partners and over one million vetted annotators. From complex multi-turn reasoning to precise 3D point cloud labeling, we deliver secure, bias-audited, and fully copyright-compliant datasets that accelerate your model to production.
When scaling data annotation through traditional platforms, accuracy often plummets as volumes increase. Subpar labeling—especially in complex domains like math and coding—can inject hidden biases and errors into your foundation models. Re-working these datasets wastes up to 30% of engineering bandwidth and derails critical training schedules.
Reaching the massive data volumes required for frontier AI without compromising speed is a severe logistical hurdle. Small in-house teams quickly hit a ceiling, unable to process millions of complex data points simultaneously. This artificial volume wall limits your model's capability and stalls critical product launches by weeks or months.
Acquiring real-world data involves navigating a minefield of privacy laws like GDPR and CCPA. Utilizing unverified or scraped data introduces unacceptable 100% copyright risks and potential legal liabilities. Without strict SOC 2 and ISO 27001 compliant pipelines, deploying your models into enterprise environments becomes impossible.
We source and annotate scholar-network grade text datasets for LLM training. Our capabilities include multi-turn instruction following, creative writing, and Human-Level Evaluation (HLE) QAs. With specialists in Mathematics, Coding, and Law, we ensure 99% accuracy for rigorous foundation model alignment.
Abaka provides high-quality image pair generation, 2D bounding boxes, and complex dense captioning for computer vision models. Whether it’s retail product tracking or interleaved image-text modalities for GenAI, our global annotators process complex visual data with unparalleled precision.
Train robust spatio-temporal models with our comprehensive video datasets. We offer frame-by-frame object tracking, action recognition, and video spatial reasoning annotations. This is critical for embodied AI, security surveillance, and advanced autonomous driving lane detection.
Enhance your voice assistants and conversational AI with multilingual audio capabilities. We collect and transcribe thousands of hours of audio across 50+ countries. From sentiment analysis to accurate text-to-speech (TTS) training datasets, we cover a vast array of linguistic nuances.
Accelerate autonomous systems and robotics with precise 3D spatial data. We specialize in LiDAR + Camera fusion, 3D/4D Point Cloud semantic segmentation, and cuboid annotations. Perfect for autonomous driving lanes and embodied AI environments.
Don't rely on generic scraping. We deploy on-demand custom capture pods globally to gather text, image, video, LiDAR, and IoT sensor data. All collected assets are pre-filtered, timestamped, tagged, and delivered with zero copyright risk.
Scale your team instantly with our embedded talent services. We provide project-based or long-term experts in data annotation, engineering, algorithm development, and model training. Deploy them on-site or remotely to integrate directly into your custom pipelines.
Ensure your models are safe, factual, and aligned. We utilize a rigorous 6-dimensional evaluation framework covering accuracy, bias audits, and tool calling. Engage our specialists for defensive coding evaluations, model-as-a-judge setups, and comprehensive red teaming.
Accelerate your project timelines with our optimized workflows and the 50x faster Abaka Forge platform. We process massive volumes of data simultaneously, cutting turnaround times from months to mere weeks.
Eliminate the overhead of hiring, training, and managing massive in-house labeling teams. Our efficient global workforce and automated pipelines deliver high-quality data while drastically reducing your operational costs.
Safeguard your enterprise with our fully compliant, SOC 2, and ISO 27001 certified infrastructure. We guarantee strict NDAs and full IP provenance, ensuring 0% copyright risk on all custom collected data.
Seamlessly adapt to fluctuating project demands. Whether you need 10,000 or 10 million data points labeled, our global network scales up or down instantly without degrading quality or missing deadlines.
Leverage our scholar-network of specialized annotators for complex tasks. From advanced coding and Lean4 mathematics to medical AI, we pair your data with subject matter experts who understand the nuances of the task.
Free your engineering teams from tedious data wrangling and preprocessing tasks. By outsourcing your pipeline, your core talent can refocus completely on algorithm development and pushing the boundaries of frontier AI.
We provide pixel-perfect LiDAR + Camera fusion and road lane annotations to power Tier-1 autonomous driving programs globally.
Fuel your frontier LLMs with multi-layered reasoning, instruction-following datasets, and rigorous red-teaming evaluations tailored for robust alignment.
Enhance spatial awareness and robotic control with 3D indoor scene scans, point cloud segmentation, and bespoke RL environment interactions.
Accelerate medical AI development with secure, SOC 2 compliant, scholar-grade annotations for diagnostic reasoning and complex biological data pipelines.
Optimize inventory tracking and customer experiences with dense image captioning, stock image collection, and sentiment analysis for advanced retail chatbots.
Ensure precision in financial forecasting and fraud detection algorithms with securely annotated, bias-audited quantitative data and accurate business reasoning QAs.
Transform satellite imagery and environmental sensor inputs into actionable insights using our precise 2D/3D mapping and semantic segmentation capabilities.
Train mission-critical surveillance and threat detection systems with highly robust video spatial reasoning and strict, segregated secure data pipelines.
Automate crop monitoring and industrial defect detection by leveraging our on-demand IoT sensor data collection and high-fidelity image pair annotations.
We begin by understanding your specific model architecture, data needs, and success metrics. Our team scopes the project, defining the exact annotation guidelines, required compliance frameworks, and targeted data volumes.
We configure the Abaka Forge platform to your requirements and execute a targeted pilot program. This small-scale run ensures our global annotators perfectly align with your specific quality standards and complex edge cases.
Upon pilot approval, we instantly scale up operations. Our network of vertically specialized experts begins processing high volumes of text, image, or 3D data, capable of reaching 500 files per day per annotator.
Quality is continuously monitored using our model-as-a-judge and human evaluation workflows. We maintain a strict feedback loop, optimizing annotation accuracy to consistently hit our 99% precision benchmark.
Fully annotated, copyright-compliant datasets are delivered weekly directly into your infrastructure. You receive transparent reporting, strict IP provenance documentation, and ready-to-train files for your frontier models.
Our end-to-end proprietary infrastructure supports comprehensive data types, ensuring your foundation models receive diverse, high-fidelity inputs across every critical modality.
| Modality | Annotation Types | Tools | Output Formats |
|---|---|---|---|
| Text | Instruction Following, HLE QAs, Sentiment | Abaka Forge | JSON, JSONL, CSV, TXT |
| LLM RLHF | Multi-turn Reasoning, Red Teaming, Math/Coding | Abaka Forge | JSONL, Parquet, XML, Custom API |
| Image | Dense Captioning, 2D Bounding Boxes, Segmentation | Abaka Forge | JPEG, PNG, COCO, YOLO |
| Video | Action Recognition, Object Tracking, Spatial Reasoning | Abaka Forge | MP4, AVI, JSON, CSV |
| 3D/4D Point Cloud | Semantic Segmentation, Cuboids, Object Tracking | Abaka Forge | PCD, PLY, JSON, Custom |
| LiDAR + Camera fusion | Sensor Fusion, Lane Detection, Depth Mapping | Abaka Forge | ROS Bag, PCD, Custom Matrix, JSON |
| Audio | Transcription, Multilingual TTS, Sentiment Analysis | Abaka Forge | WAV, MP3, Text Grid, JSON |
A frontier model lab was building an advanced reasoning LLM but struggled with sourcing high-quality, complex mathematical and coding data. Their internal team was bottlenecked by a 70% preprocessing time drain, and traditional crowdsourcing platforms were delivering error-prone datasets that severely compromised model alignment and delayed their scheduled training runs.
Partnering with Abaka AI as their dedicated data agency, they leveraged our specialized scholar-network. We deployed highly vetted annotators with advanced degrees in Mathematics (incl. Lean4) and Computer Science to generate multi-turn reasoning and defensive coding evaluations. Our Abaka Forge platform streamlined the entire pipeline, incorporating strict quality-assurance loops and multi-layer human-level evaluations.
The project was completely revitalized. By offloading the data pipeline, the lab achieved a massive reduction in preprocessing overhead while scaling their training volume. They received 100% copyright-compliant data boasting a 99.5% accuracy rate. This high-fidelity dataset directly improved their model’s benchmark performance and allowed them to launch their frontier model three weeks ahead of schedule.
Abaka AI completely transformed our development cycle. Their scholar-network provided incredibly precise mathematical reasoning datasets that generic labeling agencies simply couldn't handle. The data quality directly improved our foundation model's performance.
As an autonomous driving team, we need flawless LiDAR and camera fusion data. Abaka’s lane detection annotation at $3/km was both highly cost-effective and perfectly accurate. Their secure pipelines are second to none.
We needed a massive volume of fully compliant, multilingual audio data for our new conversational agent. Abaka AI sourced, transcribed, and delivered the exact formats we requested with zero copyright risk.
The 50x speed increase from the Abaka Forge platform is real. Outsourcing our red teaming and defensive coding evaluations to their expert teams saved us hundreds of internal engineering hours.
We are a fully self-funded, profitable partner dedicated to the long-term success of your frontier models. Unlike venture-backed competitors, we face no acquisition pressure and never build models that compete with you. Your custom datasets remain exclusively yours—never repurposed, resold, or shared. With secure global offices and a network of 1M+ experts, Abaka AI guarantees strictly governed IP provenance and zero copyright risk.
Accelerate your data pipelines by up to 50x with our all-in-one Abaka Forge platform, integrating collection, cleaning, and complex annotation.
Deploy with absolute confidence. Our segregated, secure pipelines are fully SOC 2, ISO 27001, GDPR, and CCPA compliant.
Tap into a global scholar-network covering Medicine, Law, Coding, Mathematics, and Autonomous Systems to ensure domain-expert accuracy on complex tasks.
We provide full IP provenance on every data point collected or annotated, guaranteeing 0% copyright risk for your production environment.
Go beyond basic labeling. Leverage our 6-dimensional evaluation framework for extensive model red-teaming, defensive coding assessments, and benchmark testing to ensure your deployed agents are robust, fully aligned, and rigorously safe.
Annotate the Present. Train the Future.
