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Partner with the Leader in
Model Training Data

Scale your frontier AI development with a trustworthy data partner offering 99% accuracy, 0% copyright risk, and custom data pipelines across all modalities.

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In 2026, the landscape of model training data companies is more fragmented than ever, yet securing high-quality, domain-specific data remains the primary hurdle for frontier AI labs. Settling for subpar, scraped datasets inevitably leads to catastrophic failures—hallucinations, bias, and misaligned behaviors that can delay product launches by weeks or months. Every hour spent cleaning poorly sourced data burns through expensive engineering cycles, costing teams hundreds of thousands of dollars in wasted compute and lost momentum. Worse, undocumented data provenance introduces severe legal liabilities and copyright risks that can derail an entire foundational model project permanently.

Abaka AI stands apart among model training data companies by treating human intelligence as the essential catalyst for frontier AI. Since 2019, we have operated as a profitable, self-funded, and fully compliant data partner, giving you complete IP provenance with 0% copyright risk. Whether you require massive text corpora, meticulously curated LiDAR fusions, or multi-turn reasoning RLHF data, our secure pipelines and scholar-grade annotators ensure pristine quality. Your data is exclusively yours—never resold or repurposed. We empower you to evaluate the present and guardrail the future without compromising speed or safety.

The Data Sourcing Bottleneck

01

Quality Decay

When scaling data acquisition, most model training data companies experience severe quality decay. As volume requirements increase, inexperienced crowdsourced workers introduce pervasive errors, corrupting your foundational datasets. At Abaka AI, we cap our expert annotator throughput at 500 files per day to maintain a rigorous 99% accuracy rate. By leveraging our specialized scholar network across mathematics, medicine, and coding, we ensure that every single data point retains the exacting quality standards required for frontier AI, completely eliminating the typical degradation associated with massive scaling.

02

Volume Walls

Reaching sufficient data scale for next-generation foundation models often hits sudden volume walls. Many AI teams find their existing vendors simply lack the global infrastructure to deploy thousands of annotators or capture massive 360-degree real-world sensor data quickly. Abaka AI shatters this barrier with an expansive network of over 1 million vertically specialized annotators spanning more than 50 countries. We provide elastic scalability, allowing you to seamlessly ramp up from a modest pilot to millions of structured data points per month without sacrificing turnaround times or dataset integrity.

03

Compliance Friction

Acquiring massive datasets often introduces crippling compliance friction and severe copyright risks, especially when dealing with proprietary or highly regulated information. Traditional model training data companies frequently lack the rigorous security infrastructure needed to protect your intellectual property. Abaka AI resolves this by operating strictly under SOC 2, ISO 27001, GDPR, and CCPA standards. We utilize segregated, highly secure pipelines to ensure absolute data privacy and provide full IP provenance, guaranteeing 0% copyright risk on all collected and annotated data delivered to your engineering teams.

01

Massive Text Corpora and QA

As one of the premier model training data companies, we curate expansive text datasets specifically tailored for LLM training, intelligent chatbots, seamless translation, and nuanced sentiment analysis. Our specialized linguists and domain experts generate high-quality instruction following sets and multi-turn dialogues that drastically improve model behavior. By meticulously structuring text data through our secure pipelines, we enable your foundation models to achieve superior reasoning and advanced natural language understanding. Furthermore, our strict provenance tracking ensures your AI development remains completely free from copyright infringement, protecting your corporate baseline.

02

Advanced 3D and LiDAR Fusion

Our global operations deploy custom capture pods to deliver meticulously pre-filtered, curated, timestamped, and tagged 3D and LiDAR data. We expertly fuse rich LiDAR point clouds with high-resolution camera feeds to produce the robust training sets essential for autonomous driving, embodied robotics, and sophisticated VR environments. With our incredibly strict quality controls and specialized annotators, you achieve millimeter-level precision across every dataset. This directly accelerates your spatial reasoning and physical navigation models, allowing your engineering teams to deploy safer and more reliable physical AI systems with confidence.

03

High-Resolution Image Collection

We capture and curate highly diverse, 360-degree real-world image datasets designed to power state-of-the-art computer vision models at a global scale. From extensive stock image pairs to highly accurate dense captioning, our robust data pipelines source precise visual information perfectly tailored to your specific architectural parameters. Every single image is thoroughly vetted for exceptional quality and detailed IP provenance, guaranteeing absolute compliance. This rigorous methodology completely eliminates the 0% copyright risk typically associated with visual AI, granting your team the freedom to innovate rapidly and securely.

04

Real-World Video and Spatial

Our specialized global teams deploy on-demand custom capture pods to record rich, high-fidelity video data across highly dynamic, real-world environments. We specialize in gathering and annotating complex video sets specifically for advanced spatial reasoning, dynamic object tracking, and precise temporal action localization. This high-density, robust video data enables your frontier AI systems to accurately understand complex human interactions and environmental shifts. Concurrently, our perfectly formatted, ready-to-train datasets drastically reduce your internal engineering preprocessing time by up to 70%, maximizing your overall operational efficiency and compute spend.

05

Multilingual Audio and Speech

We strategically source and accurately annotate vast volumes of audio data essential for Automatic Speech Recognition (ASR) and Text-to-Speech (TTS) applications. Covering more than 50 countries, our extensive network of native speakers captures distinct regional dialects, subtle accents, and varied emotional tones to ensure exceptional model robustness. This comprehensive global audio coverage allows your engineering teams to build highly inclusive, globally capable voice models with pristine acoustic quality. We deliver timestamped, structured audio files that integrate seamlessly into your pipelines, minimizing friction and accelerating your deployment timelines.

06

Complex Reasoning and Logic

Training next-generation models to perform deep logical reasoning requires specialized, scholar-grade data that generalist crowds simply cannot produce. We provide competition-grade IMO, IPhO, and IOI mathematics and physics datasets, alongside intricate Lean4 formalized proofs. Our network of domain experts crafts sophisticated Chain-of-Thought (CoT) sequences that significantly elevate your foundational model’s capability to resolve highly complex, multi-step logical problems. By strictly capping throughput to maintain a 99% accuracy rate, we deliver the pristine reasoning datasets necessary to push your frontier AI well beyond current technological limitations.

07

Defensive Coding and Scripts

We deeply partner with elite software engineers and technical scholars to generate, review, and evaluate comprehensive defensive coding datasets. Covering a wide array of programming languages and intricate software architectures, our high-quality coding data ensures your AI can reliably generate, debug, and optimize complex codebases. This rigorous, expert-led approach dramatically reduces dangerous hallucinations and logic failures in software-generating foundation models. By relying on human intelligence and strict QA protocols, we provide the precise technical data required to safely deploy coding assistants in demanding enterprise environments.

08

RL Environments and Agent Data

We design custom Reinforcement Learning (RL) environments specifically engineered to train highly capable, real-world agents. By carefully structuring complex Human-Computer Interaction (HCI) data and mapping optimal reward trajectories, we enable embodied AI and software agents to effectively learn and execute sophisticated policies. Our meticulously crafted RL datasets ensure your physical and digital agents operate safely, efficiently, and perfectly aligned with nuanced human intentions. Through our advanced Abaka Forge platform, we deliver the precise, high-fidelity agent data required to accelerate your most ambitious interactive AI projects.

Why Outsource to Abaka AI

01

Faster Delivery

Building internal data operations can delay your AI roadmap by crucial months. By partnering with leading model training data companies like Abaka AI, you completely bypass this heavy operational setup. Our pre-vetted network of 1 million specialized annotators allows us to deploy custom data pipelines almost instantly. This accelerates your time-to-market and ensures rapid algorithmic iterations without infrastructure bottlenecks.

02

Direct Savings

In-house data collection requires massive overhead in hiring, software licensing, and daily management. Outsourcing to Abaka AI eliminates these rigid fixed costs, replacing them with a highly efficient, usage-based model. By delivering perfectly formatted data, we drastically reduce your preprocessing time by up to 70%, translating to significant direct savings in cloud compute and highly paid engineering hours.

03

Risk Reduction

Using unverified datasets continuously exposes your company to severe copyright infringement and privacy violations. We operate securely under strict SOC 2, ISO 27001, GDPR, and CCPA frameworks. We provide fully segregated secure pipelines and guarantee complete IP provenance with 0% copyright risk on every collected dataset, thoroughly protecting your brand equity, baseline revenue, and ensuring total legal compliance for enterprise deployment.

04

Elastic Scalability

Model training demands fluctuate wildly throughout the standard development lifecycle. We provide true elastic scalability, allowing you to instantly scale from a small batch of pilot test data to millions of annotations per week. Our expansive global network seamlessly absorbs massive volume spikes while rigidly maintaining our stringent 99% accuracy standard across all active tasks, ensuring you never face artificial bottlenecks.

05

Domain Expertise

Generalist crowd-workers simply cannot handle the complex, subtle nuances of frontier AI. We utilize a highly specialized scholar-network tailored for complex domains like medicine, advanced mathematics, and corporate law. When you outsource your data needs to Abaka AI, your datasets are meticulously crafted by true subject matter experts, guaranteeing the deep contextual accuracy required for cutting-edge foundational models to operate safely.

06

Innovation Velocity

When your core engineering team is bogged down by tedious data cleaning and collection, technological innovation stalls. By offloading these intensive tasks to Abaka AI, your researchers can refocus entirely on algorithm development, advanced architecture design, and model training. We supply the high-fidelity operational fuel, empowering your team to maintain maximum innovation velocity year-round, launching superior AI products well ahead of your competitors.

Industries We Serve

Automotive

We empower Tier-1 autonomous driving programs with millimeter-perfect LiDAR and camera fusion data. Our specialized global teams expertly annotate complex road lanes at just $3/km, ensuring your perception algorithms can navigate highly dynamic real-world environments. We deliver strictly quality-controlled data that guarantees unparalleled precision, minimizing edge-case failures and ensuring uncompromising safety for next-generation vehicular autonomy across diverse global geographies.

GenAI / Foundation Models

As a premier partner among model training data companies, we actively fuel frontier model labs with high-quality text, complex reasoning, and defensive coding datasets. Our pristine, meticulously verified data ensures your generative models achieve superior alignment, strict factuality, and highly advanced instruction-following capabilities. By eliminating copyright risks, we allow your AI to generate flawless content safely and reliably for enterprise applications.

Embodied AI / Robotics

We provide comprehensive 3D/4D point cloud data and expertly engineered custom RL environment designs to train the next generation of physical agents. Our meticulously crafted human-computer interaction datasets allow embodied AI to deeply understand spatial reasoning and interact safely within highly dynamic physical environments, completely eliminating behavioral friction and accelerating the deployment of advanced robotics. We drastically reduce preprocessing overhead, enabling your robots to learn optimal policies rapidly.

Healthcare

We supply rigorously secured, domain-specific medical data carefully curated by specialized clinical scholars. Operating strictly under ISO 27001 and SOC 2 compliance frameworks, we ensure your healthcare AI models safely receive highly accurate diagnostic text and detailed imagery. This expert-level precision empowers your systems to provide reliable, bias-free medical assistance without compromising patient data confidentiality or regulatory compliance standards.

Retail

We capture highly diverse, 360-degree real-world image and dynamic video data to fully optimize your retail AI capabilities. From robust product cataloging systems to advanced customer behavior analysis, our highly customized datasets help major retailers continuously refine their computer vision models. This robust data foundation drives highly personalized, seamless shopping experiences across global omnichannel environments and modern automated checkout systems.

Finance

Our extensive scholar-network includes seasoned business and legal experts who generate and review highly accurate financial datasets. We provide securely processed, vast text corpora essential for complex sentiment analysis, algorithmic risk modeling, and strict compliance automation. This rigorous approach ensures your financial AI operates flawlessly, securely, and transparently within highly regulated global markets, protecting critical financial infrastructure. We eliminate data-driven hallucinations in high-stakes financial environments.

Geospatial

We actively collect and precisely annotate massive volumes of satellite and aerial imagery to power cutting-edge geospatial AI. Our high-density image segmentation and detailed object tracking datasets enable your foundational models to accurately monitor environmental changes, urban development, and complex agricultural mapping. We deliver pristine data that fuels superior predictive analytics for critical spatial planning and complex resource management initiatives.

Security / Defense

Operating strictly within highly secure, entirely segregated data pipelines, we provide critical, flawless data for advanced security and defense applications. Our extremely precise video spatial reasoning and dense LiDAR annotations support advanced threat detection and situational awareness models. We guarantee absolute confidentiality and precision, empowering your defense systems to operate reliably under extreme pressure with zero margin for error.

Agriculture / Industrial

We rapidly deploy custom capture pods to gather rich IoT sensor and environmental image data across challenging industrial and agricultural environments. Our highly detailed annotations empower agricultural and manufacturing AI to accurately optimize crop yield prediction, automate strict quality control, and streamline complex supply chain robotics, ultimately driving massive efficiency gains across heavy industry sectors and large-scale mechanized farming operations.

How It Works

1) Day 0–3 — Scoping & Strategy

We begin by deeply understanding your specific frontier AI objectives, technical data requirements, and precise modality needs. Our senior experts meticulously design a highly customized data collection and annotation pipeline. We carefully select the perfect candidates from our specialized scholar-network domains to ensure maximum initial accuracy and strict IP provenance from the very first data point, eliminating early architectural risks.

2) Week 1–2 — Pipeline Setup & Pilot

We rapidly deploy our secure, highly segregated pipelines and establish incredibly strict data formatting protocols. A targeted pilot batch is quickly processed through the advanced Abaka Forge platform to perfectly calibrate our annotators. This critical phase allows your core engineering team to rigorously review, test, and completely validate the initial data quality before massive scaling begins, ensuring perfect alignment.

3) Week 2–3 — Full Scale Integration

Once the pilot batch is explicitly approved, we seamlessly ramp up full production, completely unlocking our global network of 1 million vertically specialized annotators. We scale operations dynamically across over 50 countries, ensuring incredibly rapid data acquisition while rigidly maintaining our strict internal cap of 500 files per day per annotator to prevent quality decay and preserve dataset integrity.

4) Ongoing — Quality Assurance

We continuously and aggressively monitor all data integrity through sophisticated multi-layer QA processes and dedicated expert scholar reviews. Our platform natively ensures a rigorous 99% accuracy rate, dynamically filtering out statistical anomalies and errors to guarantee that your foundational models only ingest the absolute highest quality training material available on the market today, safeguarding your AI outputs.

5) Weekly — Delivery & Optimization

Every single week, we reliably deliver fully compliant, perfectly timestamped, and expertly tagged datasets directly into your existing infrastructure, immediately reducing your preprocessing time by 70%. We conduct regular strategic syncs to adapt instantly to your evolving model architectures, ensuring our agile data pipelines perfectly match your team's rapid innovation speed and changing technical requirements without missing a deadline.

Modality & Format Coverage

Abaka AI supports every critical data modality required for frontier AI development. Through the Abaka Forge platform, we deliver highly structured, pristine datasets tailored for foundation models and advanced multi-modal architectures.

ModalityAnnotation TypesToolsOutput Formats
TextInstruction Following, CoT Reasoning, Dense QAAbaka ForgeJSON, JSONL, CSV
LLM RLHFMulti-turn Dialogue, Bias Audits, Factuality ScoringAbaka ForgeJSONL, Parquet, XML
ImageDense Captioning, Image+Text Pairs, Bounding BoxesAbaka ForgeCOCO, YOLO, PNG/JPG
VideoSpatial Reasoning, Object Tracking, Action LocalizationAbaka ForgeMP4, JSON, CSV
3D/4D Point Cloud3D Semantic Segmentation, Cuboids, Scene FlowAbaka ForgePCD, JSON, Binary
LiDAR + Camera fusionSensor Alignment, Road Lane Marking, Object DetectionAbaka ForgeJSON, PCD, ROSbag
AudioMultilingual TTS, Transcription, Emotion TaggingAbaka ForgeWAV, FLAC, JSON

Success Story

A frontier model lab
Challenge

A frontier model lab was struggling significantly to acquire high-quality, highly specialized text and complex coding datasets to train their next-generation generative AI. Relying on traditional model training data companies had unfortunately resulted in severe operational volume walls and a staggering 40% error rate in critical logic and mathematical reasoning tasks. The lab desperately needed a fully compliant, highly scalable data partner natively capable of generating intricate Chain-of-Thought reasoning data without exposing the company to any copyright infringement or severe intellectual property risks during their global product launch.

Approach

Abaka AI rapidly deployed a highly targeted task force curated directly from our specialized scholar-network, focusing strictly on advanced mathematics, Lean4 formalized proofs, and defensive coding techniques. By leveraging the comprehensive Abaka Forge platform, we established highly secure, completely segregated pipelines to capture and expertly review all custom data. We stringently enforced a strict throughput cap to completely eliminate quality decay, while dynamically scaling operations across multiple global hubs to meet their aggressive launch timeline, all while operating under rigorous SOC 2 and ISO 27001 standards.

Results

The lab successfully trained their foundational model on schedule, achieving top-tier performance on several critical industry objective benchmarks. Our specialized scholar-network delivered utterly flawless reasoning data, entirely eliminating their copyright risks while drastically reducing the core engineering team's preprocessing workload. The massive project was seamlessly completed two weeks ahead of schedule, definitively proving the immense value of a truly trustworthy data partner. Ultimately, we successfully reduced their data preprocessing time by 70% and consistently maintained a flawless 99% accuracy rate across millions of highly complex structural data points.

99%
Data Accuracy Achieved
70%
Reduction in Preprocessing Time
0%
Copyright & IP Risk

By the Numbers

2019
Founded — trustworthy data partner for frontier AI
1,000+
Enterprise and research customers globally
1M+
Vertically specialized annotators worldwide
50+
Countries supporting diverse data collection

What Customers Say

Most model training data companies struggle with complex logic, but Abaka AI’s scholar-grade annotators delivered flawless multi-step reasoning data. Their adherence to 0% copyright risk gave our legal team complete peace of mind during our foundational model launch.

Director of Applied MLFrontier AI Lab

The elastic scalability of Abaka AI is unmatched. We needed a massive influx of diverse, 360-degree real-world image datasets, and they scaled up instantly across 50 countries while perfectly maintaining their 99% accuracy guarantee.

VP of Computer VisionEnterprise Tech Corporation

Switching to Abaka AI reduced our preprocessing time by 70%. Their pre-filtered, timestamped LiDAR fusion data integrates seamlessly into our pipelines, allowing our engineers to focus entirely on algorithm development instead of cleaning messy data.

Lead Perception EngineerAutonomous Driving Program

Their custom RL environment designs and complex agent capability datasets are exceptional. Abaka AI is fundamentally different from other vendors; they truly act as an embedded extension of our own research and development team.

Head of AI ResearchRobotics Startup

Why Choose Abaka

01

Human Intelligence for Frontier AI

Abaka AI uniquely positions human intelligence as the essential catalyst for training robust, cutting-edge foundation models. We stand out among model training data companies because we never build models that compete with you. Your data is exclusively yours—never repurposed, resold, or shared. Being self-funded and completely profitable means we face zero VC or acquisition pressure, allowing us to focus entirely on serving as your highly secure, trustworthy data partner for the long haul.

02

Strict Compliance

We operate under rigorous SOC 2, ISO 27001, GDPR, and CCPA standards. Our fully segregated secure pipelines guarantee your proprietary information remains absolutely confidential and safe.

03

Zero Copyright Risk

We provide full IP provenance for every dataset we deliver. We ensure a 0% copyright risk on all collected data, protecting your models from devastating legal liabilities.

04

Specialized Scholar Network

We move beyond generalist crowdsourcing by utilizing a deep network of experts in medicine, coding, and mathematics. This ensures your complex reasoning and logic datasets achieve the rigorous 99% accuracy required for next-generation frontier AI.

05

Global Scale

With over 1 million annotators distributed across 50+ countries, we capture incredibly diverse linguistic, cultural, and environmental data. This expansive global reach seamlessly powers your multi-modal, highly inclusive AI development without ever hitting volume walls.

06

End-to-End Abaka Forge Platform

The Abaka Forge platform provides an all-in-one solution for collection, cleaning, annotation, training, and production. We support all data types from RLHF text to 4D point clouds, drastically reducing your operational overhead and delivering data up to 50x faster via large-model automation.

Frequently Asked Questions

How much does your model training data cost?
Our pricing is highly transparent, globally competitive, and strictly usage-based to ensure cost efficiency. For highly specialized technical tasks, we charge per hour—such as precisely $18/hr for LLM Math/Coding experts and $12/hr for STEM Generalists. We also offer standard per-unit dataset pricing, including Stock Images at $0.01/img, Image+Text Pairs at $2.80, and pristine Multilingual TTS audio at $7/hr. This flexible structure ensures you only pay for the precise data volume your frontier models actually require, completely eliminating bloated retainer fees.
How fast can you deliver training datasets?
Speed is a core operational advantage at Abaka AI. We typically complete initial scoping and strategic planning within Days 0–3, followed by a fully operational and calibrated pilot batch by Week 1–2. Once the pilot is officially approved, we initiate full-scale data integration immediately. Our consistent weekly recurring deliveries guarantee a steady, high-volume flow of pristine data directly into your technical pipelines, effectively reducing your internal engineering preprocessing time by up to 70% and drastically accelerating your time-to-market.
What modalities and output formats do you support?
We comprehensively cover every major data modality needed for advanced AI development, including Text, LLM RLHF, Image, Video, 3D/4D Point Cloud, LiDAR + Camera fusion, and Audio. Our highly flexible pipelines can seamlessly export these perfectly structured datasets into your preferred exact formats, including standard JSON, JSONL, Parquet, CSV, COCO, YOLO, and precise ROSbag files. This extensive format coverage ensures our pristine data integrates seamlessly and directly with your existing model training architecture, preventing frustrating operational bottlenecks.
How do you guarantee high data accuracy?
We strictly enforce an uncompromising 99% accuracy standard across all active projects by capping our specialized annotators at a strict maximum of 500 files per day. We exclusively utilize a highly vetted scholar-network for complex, nuanced domains like advanced mathematics, law, and coding. Additionally, we implement highly robust, multi-layer QA processes and continuous expert reviews. This exceptionally rigorous methodological approach completely prevents the severe quality decay commonly seen when utilizing other large-scale model training data companies.
What are your security and compliance standards?
Data security is absolutely our most paramount operational concern. Abaka AI is fully and transparently compliant with rigorous SOC 2, ISO 27001, GDPR, and CCPA frameworks globally. We exclusively process all assigned tasks through entirely segregated, highly secure data pipelines rigorously guarded by strict corporate NDAs. This exceptionally robust technical infrastructure guarantees absolute operational confidentiality and ensures there is exactly 0% copyright risk associated with your collected data, thoroughly protecting your foundational model IP.
Do you provide multilingual data collection?
Yes, we proudly maintain an expansive, highly responsive global footprint perfectly spanning over 50 individual countries. This extensive reach allows us to directly source native speakers and highly specialized linguists for perfectly accurate translation, localized sentiment analysis, and culturally nuanced text and audio datasets. We meticulously capture distinct regional dialects and subtle emotional tones to ensure your foundational models are exceptionally robust, remarkably inclusive, and entirely capable of functioning flawlessly across diverse global markets without bias.
How does Abaka AI differ from other model training data companies?
Unlike traditional, highly commoditized vendors, Abaka AI is a fiercely independent, self-funded, and completely profitable entity founded in 2019, totally free from disruptive VC or acquisition pressures. Most importantly, we categorically never build our own foundational models that could potentially compete with yours. Our deep scholar-network expertise, highly stringent 0% copyright risk guarantee, and absolute unwavering commitment to serving solely as your highly secure, trustworthy data partner set us entirely apart in the frontier AI ecosystem.
How do you handle changes to data requirements mid-project?
We fully embrace deep operational agility. Because our specialized teams natively act as a deeply embedded extension of your own engineering staff, we conduct regular weekly syncs to adjust rapidly to your constantly evolving model architectures. If your researchers require sudden shifts in annotation guidelines or entirely new complex prompt structures, we can rapidly recalibrate our global annotators and update the Abaka Forge platform instantly without missing a beat, ensuring total alignment with your innovation goals.
Can we start with a small pilot program?
Absolutely. Every major foundational engagement strategically begins with a tightly scoped, highly monitored pilot batch strictly during Week 1-2. This essential operational phase allows your core engineering team to rigorously evaluate our precise annotation quality, deeply test the specific output formats, and calibrate complex instructions. Once you are entirely satisfied, we safely unlock our massive elastic scalability to deliver millions of completely precise data points per month, completely eliminating initial architectural integration risks entirely.
Who owns the intellectual property of the generated data?
You unconditionally maintain absolute and entirely exclusive ownership of all the precise data we collect and annotate on your behalf. Your data is exclusively yours—it is absolutely never repurposed, secretly resold, or shared with any other external organizations. We provide comprehensive, fully transparent IP provenance tracking for every single file, ensuring your cutting-edge AI models are completely protected from any future copyright claims or devastating legal liabilities in the corporate sector.
What tools do you use for data annotation?
We exclusively utilize our proprietary, incredibly powerful all-in-one Abaka Forge platform. This advanced, highly secure tooling infrastructure masterfully manages the entire data lifecycle—from initial collection and deep cleaning to highly complex annotation, model training, and final production integration. Natively capable of supporting absolutely everything from nuanced RLHF text to massive 4D LiDAR arrays, Abaka Forge actively leverages cutting-edge large-model automation to consistently deliver pristine, highly structured data up to 50 times faster.
Is there a minimum project size or volume requirement?
We purposefully do not enforce any rigid or prohibitive minimum volume requirements. We strategically designed our entire global operations to provide true, frictionless elastic scalability. This highly flexible approach allows you to comfortably begin with highly targeted, extremely low-volume pilot testing to prove baseline viability. Once validated, you can scale elastically and instantly to process millions of highly complex, specialized annotations per month precisely as your model training demands naturally grow and rapidly evolve over time.

Ready to Get Started?

Annotate the Present. Train the Future. Scale your frontier AI seamlessly with a deeply trusted, fully compliant data partner.

Talk to an Expert