DATA LABELING SERVICES
High-Quality Data Labeling For Enterprise AI
AHT Tech build fast, accurate data labeling pipelines for your AI models. By combining expert annotators with automated quality checks, we deliver the clean, precise datasets your algorithms need to perform at their best.
OUR SERVICES
Turn Raw Unstructured Assets into Production-Ready Datasets
Our interconnected annotation pipelines transform complex visual, text, and audio assets into clean, structured data designed specifically for advanced machine learning and LLM workflows.
Audio & Speech Annotation
Turn speech and audio datasets into structured training data through transcription, speaker identification, timestamping, classification, and other audio annotation tasks. Annotation guidelines can be adapted to different languages, accents, domains, and recording conditions.
Text Annotation & NLP Data Labeling
Structure unstructured text for NLP and language-model applications through entity annotation, intent classification, sentiment labeling, text categorization, and other task-specific schemas. Projects can be configured for multilingual datasets and domain-specific terminology.
Computer Vision (Image & Video)
Prepare visual datasets for computer vision models with structured annotations across images and video. We support object detection, classification, segmentation, tracking, and other annotation tasks based on your model requirements.
LLM Data Annotation & Human Feedback
Create human-reviewed datasets for LLM training, evaluation, and alignment. Our teams can support prompt-response evaluation, response ranking, preference data collection, safety classification, and other human-feedback workflows defined around your model objectives.
OUR INDUSTRY SOLUTIONS
Domain-Specific Data Labeling Across Industries
Automotive & Autonomous Mobility
We annotate high-resolution 2D/3D camera and LiDAR data with precise bounding boxes and semantic segmentation to train safe self-driving systems and advanced driver-assistance features.
Wholesale & Distribution
We label product catalogs, inventory records, invoices, purchase documents, and other operational datasets to support document automation, product matching, catalog normalization, demand planning, and supply-chain AI applications.
Logistics & Supply Chain
We annotate transaction records, financial documents, customer communications, and other domain datasets for fraud detection, document intelligence, risk-model training, and financial NLP applications.
Healthcare
We support annotation of medical images, clinical text, and other healthcare datasets according to project-specific labeling protocols for applications such as medical imaging analysis, clinical NLP, and healthcare AI research.
Education & EdTech
Our team structures student learning logs, audio recordings, and handwritten coursework to help you build smart tutoring tools and adaptive, personalized learning platforms.
Manufacturing
We annotate images, video, sensor-related records, and industrial datasets for applications such as visual quality inspection, defect detection, equipment monitoring, workplace safety, and predictive maintenance models.
BFSI & Fintech
We annotate transaction records, financial documents, customer communications, and other domain datasets for fraud detection, document intelligence, risk-model training, and financial NLP applications.
Retail & eCommerce
We label product images, catalog attributes, search queries, customer feedback, and other commerce data to support product discovery, visual search, recommendation, catalog enrichment, and customer-experience models.
OUR TECHNOLOGY STACKS
The Tools Behind Our Recommendation
Our Worldwide Customers
Case studies
iDeal iDea Transforms with Odoo: A Game-Changing Solution
iDeal iDea for Medical Equipment Technology Co., based in Saudi Arabia, is a dedicated company that distributes medical equipment and accessories. Their primary goal is to offer their customers optimal solutions at competitive prices, revolutionizing the traditional online purchasing experience and ultimately reducing costs for end customers. They have successfully integrated Odoo, an open-source ERP system, into their operations to achieve this. This implementation has significantly enhanced workflow efficiency and overall business performance.
Scale Tech Accessories Innovator Mous with Acumatica Cloud ERP
Mous is top-rated with premium products based on a laser to innovate and expand. Founded in 2014, Mous designed a durable but elegant phone case for iPhone. After a record-breaking $2.5 million crowdfunding campaign, Mous launched to market the high-end phone case in 2017. Mous realized that well-designed phone cases were necessary, so they accelerated to elevate customer marketing. Although Sales increased dramatically, the financial system needed to adapt to scale quickly as it added top-notch technology. Mous considered some solutions before and decided to choose Acumatica. The Acumatica ERP provides a flexible, all-in-one business application that seamlessly connects its multiple eCommerce stores and easily scales as the company grows.
How Twiscode Keeps East Indonesia's Best App Developer With Lark
Twiscode is an app development company based in Indonesia that specializes in building cutting-edge mobile and web applications. The company's expertise in developing applications that are tailored to their clients' needs has made it one of the leading developers in East Indonesia. Twiscode collaborates with Lark with a desire to boost efficiency and productivity.
Our Data Labeling & Quality Assurance Workflow
From annotation guidelines and pilot labeling to quality review and dataset delivery, our workflow is designed to produce consistent, traceable training data at scale.
Contact Us
Annotation Guidelines & Pilot
We start by building your custom labeling rulebook and defining edge cases. Then, we run a small test batch to make sure our team perfectly matches your quality standards before full production starts.
Production Labeling
Your raw files, whether images, videos, text, or audio, are safely loaded into our platform. Specialized teams then step in to precisely tag your files using the exact visual, text, or speech tools your project needs.
Multi-Layer Quality Assurance
Every piece of labeled data goes through a strict review loop. We combine automated software checks with human reviews and senior auditor spot-checks to catch and fix errors instantly.
Dataset Validation & Delivery
Approved annotations are validated against the required schema and delivered in agreed formats such as JSON, JSONL, CSV, XML, COCO, or other project-specific formats, together with relevant labeling metadata where required.
Ongoing Support
We offer continuous after launch support, labeling new real-world data and tricky edge cases to keep your model sharp.
Protecting Your Data Is Our Top Priority
ABOUT AHT TECH
Why Partner With AHT Tech?
Global businesses trust AHT Tech for more than just technical support - they rely on us as top strategic partners to navigate complexity and drive efficient transformation.
AI-First Innovation
By integrating AI-first solutions into our core offerings, from predictive analytics to AI-driven eCommerce agents, AHT Tech ensure your infrastructure is smarter, faster, and ready for the next generation of digital commerce.
Deep Domain Expertise
With 19+ years of engineering, we bring specialized mastery to every project, our deep industry knowledge turns technical hurdles into competitive advantages.
Dedicated Global Support
Our global support model ensures your operations never sleep. We act as a seamless extension of your team, providing proactive monitoring and technical stewardship that guarantees your systems remain resilient and mission-ready.
Results-driven Performance Metrics
Every solution we engineer is anchored in measurable ROI and performance KPIs. By aligning our technical roadmap with your business outcomes, we ensure that digital transformation results in tangible growth and operational precision.
Let's Build the Future of Your Business with Our Data Labeling Services Today
The first step toward innovation is a simple conversation. We’re ready when you are.
Show on services pages
Frequently Asked Question
What are data labeling services?
Data labeling services transform raw images, video, text, audio, and other data into structured annotations that can be used to train, evaluate, and improve AI and machine learning models.
What types of data can AHT Tech label?
AHT Tech supports image, video, text, audio, document, and multimodal data labeling for computer vision, NLP, speech AI, LLM, and other machine learning applications.
How do you maintain data labeling quality?
Quality workflows can combine project-specific annotation guidelines, automated validation, human review, specialist checks, and edge-case resolution based on the requirements of each dataset.
Do you support LLM data annotation?
Yes. LLM data annotation can include prompt-response evaluation, preference ranking, safety classification, text labeling, and other human-feedback datasets for model training and evaluation.