Unmatched Data Collection
Unmatched
Data Collection
High-quality datasets, human-led evaluations, and ethical AI at scale
No Language Barriers
Global Outreach
Ethical Data Practices
Trusted by the World's Top Companies
Products & Services
Our mission is to push the AI revolution forward without leaving anyone behind. At Karya, we leverage our people-centric platform to scale projects with unmatched diversity and access, working seamlessly across various demographics. We provide training and harness the inherent skills of contributors, enabling them to do data tasks.
65M+
tasks successfully deployed
130K+
workers on platform
70+
unique language datasets
Karya provides culturally sensitive solutions to evaluate large language models (LLMs), ensuring they perform effectively across diverse linguistic and social contexts. Our expertise includes:
∘
Benchmark Creation: Developing evaluation datasets that reflect real-world language use, regional dialects, and cultural nuances.
∘
Model Feedback: Collecting high-quality, human-annotated feedback to refine LLM responses for accuracy, relevance, and inclusivity.
∘
Model Comparison: Analysing different LLMs against standardised benchmarks to assess performance in multiple languages and domains.
∘
Multi-Turn Evaluation: Testing conversational AI across extended interactions to ensure coherence, contextual understanding, and user satisfaction.
Karya builds bespoke multi-modal datasets in Indic and other low-resource languages, enabling AI training across various formats:
∘
Text: Curated linguistic datasets for translation, summarisation, and conversational AI.
∘
Image: Captioned, tagged, and prompted visuals to train AI in image recognition and description.
∘
Audio: Speech datasets covering diverse accents, dialects, and scenarios for ASR and TTS applications.
∘
Video: Annotated and transcribed video content to enhance multimodal AI capabilities.
Karya enhances AI alignment with human preferences through:
∘
Reinforcement Learning from Human Feedback (RLHF):: Training models with preference-based ranking to improve response quality and ethical alignment.
∘
Fine-Tuning: Leveraging high-quality, human-labelled datasets to customise AI models for domain-specific applications and user needs.
Karya delivers high-quality data collection, annotation, and benchmarking services for NLP applications, ensuring accuracy and cultural relevance in:
∘
Text Processing: Named entity recognition (NER), sentiment analysis, and part-of-speech tagging.
∘
Translation & Localisation:: Expert linguist-driven annotation and validation for multilingual AI models.
∘
Conversational AI: Datasets tailored for chatbot development, intent recognition, and multi-turn dialogue modelling.
Karya provides rich, localised datasets to train and evaluate AI-driven vision models, with:
∘
Image Annotation: Tagged, captioned, and prompted image datasets tailored to diverse linguistic and cultural contexts.
∘
Object Detection & Recognition: High-quality labelled datasets for identifying objects, faces, gestures, and environments.
∘
Custom Solutions: Bespoke visual datasets to address industry-specific needs such as agriculture, healthcare, and accessibility.
Lets discuss your data requirements
Connect with a Data Expert
Novel technology built for inclusive data collection
Born from Karya’s deep understanding of the challenges in under-resourced and remote areas, Platform by Karya sets a new benchmark for operational efficiency and ethical standards in data collection.
AI enabled Task design
Scalable Multi-Language Data collection
Comprehensive Data Validation & Feedback
AI enabled Task design
Scalable Multi-Language Data collection
Comprehensive Data Validation & Feedback
AI by the people, for the people
Our mission is to push the AI revolution forward without leaving anyone behind. At Karya, we leverage our people-centric platform to scale projects with unmatched diversity and access, working seamlessly across various demographics. We provide training and harness the inherent skills of contributors, enabling them to do data tasks.
50%
workforce is women
81%
Of revenue from data contracts last fiscal year paid as direct wages to workers
28
states in India covered