Access over 1 million vertically specialized, scholar-network annotators across 50+ countries to ensure 99% accuracy for your most complex foundation models.
When building frontier AI, relying on generalist crowdsourcing quickly becomes a critical liability. Without deep domain expertise, complex reasoning, coding, and spatial tasks suffer from pervasive hallucination and misalignment. This gap in human intelligence leads to costly rework, stalled deployment schedules, and model degradation that can waste millions of dollars in compute. For highly specialized fields like Lean4 mathematics or autonomous driving, standard data labeling simply cannot capture the nuance required to train reliable foundation models.
The solution lies in specialized, dedicated human intelligence. When you hire expert annotators through Abaka AI, you integrate scholar-grade domain experts directly into your ML pipeline. Whether you need project-based support or long-term embedded talent, our workforce operates within segregated, secure pipelines with a strict 0% copyright risk guarantee. By partnering with trustworthy experts who never build competing models, your team can focus on algorithmic breakthroughs while we deliver the impeccable data quality your future demands.
Generic workforces lack the academic rigor necessary for advanced AI, causing accuracy rates to plummet on complex tasks. When evaluating multi-layer reasoning or Red Teaming, standard labelers often miss critical nuances, dropping quality below the strict 99% accuracy threshold required for production deployments.
Scaling specialized data pipelines often fractures when transitioning from pilot to production. Maintaining a throughput of up to 500 files per day per annotator requires robust infrastructure and platform automation, leaving internal ML teams overwhelmed by the operational burden of managing hundreds of disparate labelers.
Sourcing global talent introduces massive regulatory and security risks. Without SOC 2, ISO 27001, and GDPR compliance embedded directly into the workflow, frontier AI labs risk intellectual property leaks and face debilitating delays when trying to prove full IP provenance and 0% copyright risk to auditors.
Hire expert annotators to validate code generation, debug outputs, and enforce defensive coding practices. Our embedded software engineers rigorously handle Python, C++, and complex logic environments to guarantee reliable generation models.
Deploy PhD-level mathematicians for advanced reasoning tasks, including complex Lean4 formal verification. They tackle IMO, IPhO, and IOI competition-grade problem sets to meticulously align the logical capabilities of frontier models.
Engage dedicated domain experts in medicine, chemistry, and biology to annotate multi-modal scientific literature and unstructured documentation. We ensure impeccable factual grounding for healthcare and cutting-edge life sciences foundation models.
Access native speakers across 50+ countries to capture profound cultural nuance, idiom comprehension, and precise sentiment analysis. This global capability is vital for developing high-quality global chatbots and localized instruction-following models.
Embed specialized teams to construct complex RL environments and provide multi-turn conversational feedback. Our scholars drastically improve instruction-following capabilities and alignment safety through rigorous, objective benchmarking.
Leverage trained spatial reasoning experts to annotate long-form video, complex action sequences, and autonomous driving lane datasets. Operating at exceptional speed, we deliver pristine consistency for demanding temporal tracking workloads.
Provide flawless human demonstrations for custom RL environment designs, allowing embodied AI and robotic agents to securely master real-world physical capabilities, spatial reasoning, and highly intricate human-computer interactions.
Mitigate massive enterprise risk by hiring dedicated safety auditors. Our experts actively red-team multi-modal foundation models to uncover subtle bias, test alignment limits, and strictly verify factual robustness before production launch.
Deploy our pre-vetted domain experts instantly, completely bypassing lengthy internal hiring cycles. Achieve a 70% preprocessing time reduction by utilizing our on-demand custom capture pods, accelerating your time-to-market by weeks.
Eliminate the excessive overhead of recruiting, training, and managing internal labelers. Benefit from our highly transparent, predictable per-hour and per-unit pricing models, providing maximum efficiency without any hidden management fees.
Your proprietary training data is exclusively yours. We operate under strict NDAs, SOC 2, and ISO 27001 compliance. We guarantee full IP provenance with absolutely 0% copyright risk on all collected and annotated information.
Scale seamlessly from a highly focused small pilot to thousands of annotators stationed across 50+ countries. Our highly flexible model supports project-based or long-term engagements, adapting instantly to your dynamic throughput needs.
Stop relying on generalists. Our scholar-network spans specialized verticals, delivering deep academic and professional knowledge across Automobile, Medicine, Law, Science, Mathematics, and highly intricate Business logic systems.
By completely outsourcing the massive data bottleneck, your core ML engineering team reclaims thousands of hours. Focus your critical internal resources strictly on algorithm development and architecture while we meticulously forge your training data.
Hire expert annotators to process massive volumes of LiDAR, camera fusion, and 360° sensor data. We precisely label autonomous driving lanes and vehicle tracking metrics to empower safe, production-ready Tier-1 programs.
Fuel the next generation of frontier LLMs with multi-layer QAs, creative writing evaluations, and complex instruction-following RLHF conducted strictly by our vertically specialized global scholar-network.
Provide high-fidelity 3D/4D Point Cloud labeling and intricate human-in-the-loop agent training to effectively bridge the simulation-to-reality gap for cutting-edge global enterprise robotics companies.
Rely on our medical domain experts to accurately annotate clinical imagery and complex scientific literature. Operating within secure, isolated SOC 2 pipelines, we ensure factual grounding and strict model safety.
Enhance intelligent product discovery and inventory robotics with highly dense image captioning and multi-lingual sentiment analysis, scaling your specialized retail AI capabilities globally across 50+ countries.
Deploy dedicated business and finance specialists to annotate highly complex numerical tables, compliance documentation, and financial sentiment tasks with a rigorously guaranteed 99% accuracy threshold.
Transform raw satellite and drone imagery into structured intelligence. Our specialized workforce rapidly labels terrain, urban development, and agricultural mapping datasets to drive critical geospatial insights.
Audit advanced defense algorithms with rigorous red-teaming and safety bias audits. Our ISO 27001 certified infrastructure ensures absolute data segregation, high security, and fully traceable IP provenance.
Train powerful industrial IoT and agricultural monitoring systems with meticulously labeled physical sensor data and customized spatial reasoning annotations delivered straight from our dedicated custom capture pods.
We analyze your foundation model's exact technical requirements and immediately match your project with specialized scholars—from Lean4 mathematicians to defensive coding engineers—pulled directly from our global 1M+ expert network.
We rapidly establish secure, segregated pipelines integrating directly with the Abaka Forge platform. Our annotators complete an intensive initial pilot batch to perfectly calibrate multi-layer QAs and guarantee strict alignment.
Once the pilot baseline definitively hits our 99% accuracy threshold, we elastically scale the workforce. Whether you need a handful of experts or hundreds, operations ramp up smoothly without any risk of quality decay.
We actively deploy Model-as-Judge and Human Evaluation frameworks to continuously monitor data output. To prevent fatigue and maintain precision, maximum throughput is strictly capped at 500 files per day per annotator.
Your dedicated project manager delivers comprehensive weekly throughput reports. As your ML model learns, we dynamically adjust RL environments and annotation criteria to efficiently tackle increasingly complex edge cases.
When you hire expert annotators with Abaka AI, you gain comprehensive modality support through our proprietary Abaka Forge platform. We seamlessly process complex text, visual, and multi-sensor data to fuel frontier foundation models.
| Modality | Annotation Types | Tools | Output Formats |
|---|---|---|---|
| Text | Named Entity Recognition, Instruction Following, HLE QAs, Sentiment Analysis | Abaka Forge | JSON, CSV, JSONL, XML |
| LLM RLHF | Multi-turn Chat, Factuality Ranking, Bias Auditing, Creative Writing | Abaka Forge | JSONL, Parquet, Text, CSV |
| Image | Dense Captioning, Image Editing, Polygon Segmentation, Interleaved Images | Abaka Forge | COCO, YOLO, PNG, JPEG |
| Video | Spatial Reasoning, Action Recognition, Temporal Tracking, Bounding Boxes | Abaka Forge | MP4, AVI, JSON, XML |
| 3D/4D Point Cloud | Cuboid Annotation, Semantic Segmentation, Object Tracking, Scene Labeling | Abaka Forge | PCD, PLY, JSON, CSV |
| LiDAR + Camera fusion | Multi-Sensor Calibration, Object Detection, Velocity Estimation, Lane Tracking | Abaka Forge | JSON, Parquet, CSV, PLY |
| Audio | Transcription, Multilingual TTS, Sentiment Analysis, Speaker Diarization | Abaka Forge | WAV, MP3, FLAC, JSON |
A frontier model lab was struggling to dramatically improve its foundation model's multi-step reasoning capabilities. Crowdsourced generalists lacked the rigorous domain expertise required to validate advanced mathematics and execute defensive coding tasks. This resulted in severe hallucination rates, massive QA bottlenecks, and constant factual degradation. They urgently needed to hire expert annotators capable of executing high-level, scholar-grade evaluations without slowing down their fast-paced algorithmic deployment schedule.
Abaka AI quickly deployed a dedicated, elastic team of 50+ scholar-level annotators exclusively specialized in advanced STEM and software engineering. Utilizing the robust Abaka Forge platform, these embedded experts rapidly established a highly rigorous Red Teaming and RLHF pipeline. Operating strictly within SOC 2 compliant, fully segregated pipelines, the specialized workforce provided dense multi-layer QA and objective benchmarks to meticulously correct underlying logical fallacies and critical coding errors.
By permanently replacing crowdsourced generalists with our vertically specialized talent, the lab achieved a massive 70% reduction in preprocessing time. The embedded talent team scaled smoothly to handle thousands of complex prompts per week, decisively driving the model's factual accuracy above the critical 99% threshold. Ultimately, this impeccable precision saved the lab weeks of highly costly compute time and safely accelerated their production release.
When we decided to hire expert annotators for our advanced math reasoning models, Abaka was the only partner actually capable of sourcing true scholar-grade talent. Their STEM experts completely transformed our model's logic capabilities with absolutely pristine accuracy.
The ability to instantly deploy dedicated engineering talent for defensive coding evaluations genuinely saved our red-teaming initiative. Abaka's strict data segregation and full IP provenance meant we could aggressively scale our security audits without regulatory fear.
We desperately needed high-quality spatial reasoning for our self-driving lanes. Abaka's specialized workforce delivered exceptionally accurate annotations at scale. Their infrastructure is robust, and knowing they never build competing models gives us ultimate peace of mind.
Embedding Abaka's talent directly into our RLHF pipeline was entirely seamless. Their platform, Abaka Forge, combined with exceptionally deep domain expertise, resulted in a 70% reduction in our preprocessing time. They truly forge the data for frontier AI.
We never build models that compete with you. Your data is exclusively yours—never repurposed, resold, or shared. Operating as a proudly self-funded and profitable partner since 2019, Abaka AI remains entirely free from VC constraints or acquisition pressure, ensuring complete alignment with your long-term algorithmic success and data security.
We operate fully under strict SOC 2, ISO 27001, GDPR, and CCPA standards. With strictly segregated secure pipelines and firm NDAs, your intellectual property always remains safe.
We guarantee a strict 0% copyright risk on all collected and annotated data. Every single data point comes with a transparent, highly traceable origin record for auditing.
Gain direct access to over 1 million vertically specialized annotators across Medicine, Law, Math, and Coding. We ensure that complex foundation models are trained by genuine domain experts, completely bypassing the risks of generic crowd workers.
Centralize data collection, cleaning, annotation, and model training inside Abaka Forge. Leveraging powerful large-model automation, our unified platform accelerates your rigorous data workflows up to 50x faster.
With established offices in Singapore, Paris, and Silicon Valley, and top annotators stationed securely in over 50 countries, we precisely capture hyper-local linguistic and cultural nuances. This vast geographical footprint natively empowers your foundation models to perform with 99% accuracy in highly diverse, real-world applications.
Label the Present. Train the Future. Hire expert annotators today and rapidly accelerate your frontier foundation models with trustworthy, specialized human intelligence.
