Scale your frontier AI models with 99% accuracy through our network of over one million vertically specialized annotators across 50+ countries.
When evaluating model training labels companies, the cost of poor data is severe. Subpar annotations inject biases, hallucination triggers, and critical failure points into your most ambitious models. AI teams often spend up to 70% of their time cleaning dirty data or dealing with vendors who lack deep domain expertise. This continuous cycle of quality decay delays product launches by weeks and forces engineers into the expensive, frustrating role of manual data reviewers.
Abaka AI redefines the standard for data quality. We combine rigorous scholar-network expertise with our proprietary Abaka Forge platform to eliminate labeling bottlenecks. Whether you need complex Lean4 mathematical reasoning, interleaved image-text evaluation, or precise autonomous driving lane demarcation, our secure pipelines ensure your data remains exclusively yours with full IP provenance. Accelerate your frontier AI development securely.
Generalist crowd-workers cannot handle frontier AI requirements. Attempting complex reasoning or scientific annotation with untrained labelers drops accuracy below 80%, rendering the entire batch useless for production.
Scaling from a thousand to a million labels often breaks traditional vendor pipelines. Teams hit a wall where throughput stalls, extending a 2-week sprint into a 2-month delay.
Many model training labels companies obscure their data sourcing, exposing you to severe copyright risks. Without strict SOC 2 compliance and segregated secure pipelines, your intellectual property remains vulnerable.
Leverage expert software engineers for defensive coding evaluations and advanced algorithmic reasoning. We cover over 40 programming languages to fine-tune your foundation models for reliable, bug-free code generation.
Achieve competition-grade reasoning. Our scholar-network domains include advanced mathematics and formal verification using Lean4, providing step-by-step reasoning chains crucial for enhancing LLM mathematical capabilities.
Tap into domain specialists across medicine, chemistry, and biology. From complex scientific text extraction to highly nuanced chemical structure labeling, we ensure strict accuracy for specialized scientific models.
Align your models with precise human preferences. Our RLHF annotators evaluate outputs for alignment, bias, factuality, and values, strictly following detailed rubrics to guardrail your frontier AI effectively.
Train global models with localized nuance. Our workforce spans 50+ countries, delivering high-fidelity translations, sentiment analysis, and cultural alignment checks for seamless international deployments.
Fuel embodied AI and autonomous driving programs with millimeter-perfect LiDAR and camera fusion data. We provide precise 3D bounding boxes, road lane markers, and spatial reasoning video annotations.
Bridge the gap between vision and language. We label complex interleaved image and text datasets, perfect for spatial reasoning models, visual question answering, and advanced dense captioning tasks.
Proactively secure your systems. Our specialized teams conduct rigorous safety and bias audits, utilizing advanced red teaming methodologies to identify vulnerabilities and prevent hazardous model outputs.
Reduce time-to-market dramatically. By utilizing a workforce capable of processing up to 500 files per day per annotator, your critical training sprints conclude in days rather than months.
Cut overhead significantly. Avoid the hidden costs of recruiting, managing, and retaining an in-house labeling team. Pay strictly for high-throughput, scholar-grade output when you need it.
Eliminate legal and security vulnerabilities. Work exclusively with a partner providing full IP provenance, strict NDAs, and 0% copyright risk on collected data for total peace of mind.
Ramp up immediately from pilot phases to massive production volumes. Our infrastructure seamlessly handles millions of data points without compromising precision or missing strict delivery deadlines.
Gain instant access to experts in law, medicine, science, and business. Specialized tasks are completed by verified professionals, ensuring accuracy for niche enterprise foundation models.
Free your machine learning engineers from mundane data cleaning and formatting tasks. Redirect their focus to algorithmic architecture and model training to drastically increase your innovation speed.
Empower Tier-1 autonomous driving programs with flawless LiDAR, camera fusion, and road lane annotations for safer vehicle navigation.
Enhance frontier LLMs with meticulous RLHF, advanced reasoning chains, and specialized coding evaluations to build smarter models.
Provide critical spatial reasoning and 3D/4D point cloud data to train autonomous agents and robotic systems for real-world interactions.
Leverage medical scholars to accurately annotate complex biological datasets, clinical text, and medical imaging while maintaining strict data integrity.
Optimize visual search, dense image captioning, and conversational agent fine-tuning to deliver highly personalized shopping experiences.
Process intricate financial documents, sentiment analysis, and business datasets securely with highly trained domain specialists.
Annotate vast satellite imagery and complex geographic datasets with precision to fuel advanced global mapping and monitoring tools.
Secure sensitive mission-critical operations with meticulously labeled data processed within highly segregated, SOC 2 compliant pipelines.
Automate crop monitoring and industrial inspection through highly accurate defect detection and sensor data annotations.
We align on your specific taxonomy, select domain-matched annotators, and complete a high-speed pilot to validate our 99% accuracy baseline before scaling.
Feedback loops are tightly integrated. We refine the instructional rubrics based on pilot evaluations to ensure complete alignment with your model’s objectives.
We activate our massive global workforce. Through the Abaka Forge platform, we scale to hundreds of thousands of annotations with large-model automation assisting workflow.
Multi-layer QA processes are enforced continuously. Our scholar-grade reviewers and automated checks ensure volume walls never compromise your data integrity.
Batched, meticulously formatted datasets are delivered weekly via secure pipelines, providing full IP provenance and seamless integration into your training environments.
Our all-in-one Abaka Forge platform supports a comprehensive range of data modalities. We provide tailored annotation capabilities and multiple output formats to perfectly match your frontier AI architecture.
| Modality | Annotation Types | Tools | Output Formats |
|---|---|---|---|
| Text | Sentiment Analysis, NER, RLHF, Translation | Abaka Forge | JSON, CSV, XML |
| LLM RLHF | Factuality Checking, Bias Audits, Alignment | Abaka Forge | JSONL, Parquet |
| Image | Bounding Boxes, Polygons, Dense Captioning | Abaka Forge | COCO, Pascal VOC, YOLO |
| Video | Object Tracking, Action Recognition, Spatial Reasoning | Abaka Forge | MP4 segments, JSON annotations |
| 3D/4D Point Cloud | Cuboids, Semantic Segmentation, Object Tracking | Abaka Forge | PCD, JSON, Binary |
| LiDAR + Camera fusion | Sensor Calibration, Sensor Fusion, Lane Demarcation | Abaka Forge | JSON, ROS Bag extracts |
| Audio | Transcription, Speaker Diarization, Emotion Recognition | Abaka Forge | WAV, TextGrid, JSON |
The lab was struggling with the reasoning capabilities of their next-generation LLM. Generalist crowd-working model training labels companies failed to accurately parse and annotate complex mathematical and coding datasets. The resulting data was plagued by logical errors, which caused the model to hallucinate during multi-step reasoning evaluations. They needed a partner capable of executing intricate Lean4 verifications and defensive coding evaluations without sacrificing rapid delivery timelines.
Abaka AI deployed a targeted task force of 200 scholar-grade STEM specialists and software engineers from our elite network. Utilizing the Abaka Forge platform, we implemented strict multi-layer QA workflows and integrated automated fact-checking mechanisms. We collaborated closely on complex instruction-following rubrics, conducting daily calibration sessions during the initial sprint to perfectly align with their frontier AI objectives.
The lab successfully resumed model training within two weeks of deployment. Our domain experts delivered over 100,000 highly verified reasoning chains and code snippets with flawless execution. The injected data eliminated critical hallucination triggers, culminating in a dramatic 70% reduction in preprocessing time and significantly boosting their benchmark scores in advanced algorithmic reasoning.
The precision we received from Abaka AI’s scholar network completely transformed our foundational model. Finding model training labels companies with real mathematical domain expertise was impossible until we partnered with them.
Abaka AI is by far the most reliable data partner we have worked with. Their strict SOC 2 compliance and segregated secure pipelines guarantee our intellectual property remains safe while scaling rapidly.
Transitioning our complex LiDAR and spatial reasoning video annotations to the Abaka Forge platform resulted in a massive speed increase. Their 50x faster large-model automation is incredibly effective.
Their ability to rapidly scale high-fidelity RLHF and alignment data without compromising on strict accuracy rubrics is unmatched. They truly understand what it takes to train trustworthy frontier AI.
We combine 1,000+ enterprise customers' trust with self-funded, profitable operations. With offices in Singapore, Paris, and Silicon Valley, we ensure your data is exclusively yours—never repurposed, resold, or shared.
We operate under strict SOC 2, ISO 27001, GDPR, and CCPA standards, ensuring absolute data security.
Unlike other vendors, we never build models that compete with you. Your intellectual property remains exclusively in your control.
Our platform achieves 50x faster throughput via large-model automation, processing up to 500 files a day per annotator.
Access scholar-network domains including medicine, law, mathematics, and science for highly specialized model alignment.
Our 360° real-world capture pods and proprietary sourcing methodologies guarantee full IP provenance with 0% copyright risk on all collected data.
Label the Present. Train the Future.
