Fueling the Next Generation of Artificial Intelligence with High-Fidelity Data.


At AgapeMR, we bridge the gap between human intelligence and machine learning. Leveraging our deep expertise in market research and global recruitment, we provide high-quality, ethically sourced, and meticulously annotated datasets to train, test, and validate your AI models.

Specialized Data Sourcing & Recruitment

We don’t just find data; we find the right people. Our global reach allows us to curate diverse datasets essential for reducing bias in AI models. We specialize in hard-to-find demographics and professional profiles.

* Global Diversity: Recruitment across varied regions and ethnic backgrounds to ensure your datasets represent the real world.

* Niche Profiles: Proven capability to source participants with highly specific   criteria, including Twins, Triplets, and individuals with rare health conditions.

Professional Expertise: Access to subject matter experts for specialized data needs, including:

o Healthcare Professionals (Doctors, Nurses, Specialists)

o Legal Experts & Lawyers

o IT Professionals & Engineers

Multi-Modal Data Collection


Whether you need computer vision datasets or speech recognition inputs, our infrastructure ensures high-quality capture.

 

* Studio-Grade Quality: We utilize our own dedicated studios to record high-fidelity audio and video data, ensuring controlled environments for superior noise-to-signal ratios.

* Image Datasets: Collection of specific image sets based on custom scenarios, facial expressions, or object recognition requirements.

* Real-World Scenarios: Capability to collect spontaneous or scripted data in natural environments.

Annotation & Labeling

 

Raw data is only as good as its labels. Our scalable workforce transforms unstructured data into machine-readable assets.


* Human-in-the-Loop: A large, dedicated team of annotators ensures nuanced

understanding that automated tools often miss.

* Custom Workflows: We adapt to your specific tooling and taxonomy requirements,

handling everything from bounding boxes and polygons to semantic segmentation.

 

 

Global Linguistic Services (Translation & Transcription)


Break language barriers and train your NLP (Natural Language Processing) models for a global audience.

* Translations: Expert translation services covering 100+ languages worldwide,

ensuring cultural nuance and grammatical accuracy.

* Transcriptions: High-accuracy audio-to-text conversion in multiple languages,

perfect for training ASR (Automatic Speech Recognition) systems and sentiment

analysis tools.


Data Augmentation

 

Maximize the value of your existing datasets.

We help you expand your training data by creating variations of your existing data, helping to reduce overfitting and improve model robustness without the cost of new collections.

          Quality Assurance (QA)


Accuracy is non-negotiable. Our rigorous QA protocols ensure that only clean, validated data enters your pipeline.

 

* Multi-Tiered Review: Every dataset undergoes strict validation by our QA specialists.

* Error Elimination: We systematically identify and correct inconsistencies in labeling, transcription, and data capture before delivery.

Why Choose Us?

"Market Research DNA, AI-Ready Output"

Unlike standard data vendors, our background in market research means we understand the human element behind the data. We ensure ethical sourcing, consent management, and deep demographic diversity that purely technical vendors often overlook.