Human Insights for AI that is Reliable. Refined. Respected.
Excellence in
Natural Language Processing
• • • •DataForce: AI Data Solutions• • • •
DataForce is a worldwide data collection and labeling platform that combines technology with a diverse network of more than one million data contributors, scientists, and engineers. DataForce offers companies in technology, automotive, life sciences, and other industries secure and reliable AI services for exceptional structured data and customer experiences.
DataForce is part of the TransPerfect family of companies, the world’s largest provider of language and artificial intelligence solutions for global business with offices in more than 120 cities worldwide.
Our Services
- Data Collection
- Data Annotation
- Data Relevance and Rating
- Chatbot Localization
- Content Moderation
- Transcription
- User Studies
- Generative AI Training
- Business Process Outsourcing
- Bias Mitigation
Data Collection
Gather high-quality data for your unique model training / evaluation needs.
Data Annotation
DataForce accelerates your data labeling processes with our range of human annotation services at scale.
Data Relevance and Rating
DataForce supports and improves your relevance models, accuracy, and recall to ensure the content you showcase to your customers is relevant, culturally acceptable, and geographically precise.
Chatbot Localization
Create chatbots that sound human and are culturally appropriate.
Content Moderation
A multicultural and multilingual solution for your moderation needs.
Transcription
Scale speech and audio recognition capabilities with DataForce.
User Studies
Build a personalized experience through piloted, situational, and custom user studies.
Generative AI Training
Build a personalized experience through piloted, situational, and custom user studies.
Business Process Outsourcing
Streamline operational and sourcing needs with comprehensive BPO Solutions.
Bias Mitigation
Resolve unbalanced predictions and skewed decision-making with accurate machine learning model outputs
• • • •Our Technology• • • •
The DataForce Platform is a proprietary solution developed in-house by TransPerfect for various types of data-oriented projects with a focus on AI and machine learning applications.
Our platform capabilities include data annotation, data collection, and community management.
Solutions Based On Your Needs
Need to scale?
Our network of over 1,000,000 remotely located experts is standing by for your tasks. We use a comprehensive talent selection strategy to ensure your data is handled by the most suitable and best-trained workers, wherever they are.
Need talent?
TransPerfect can help you expand your team with computational linguists or annotation experts. By screening, hiring, and training the talent needed for your requirements, you don't have to worry about administrative- and HR-related matters involved with staffing these teams in-house again.
Need security?
Our customers value high confidentiality standards as a means of protecting their IP. We are ISO-certified, maintain secure premises, and will implement customer-specific policies you may require.
Need on-site resources?
We staff hundreds of annotators on premise who handle a variety of deliverables. For continuous, long-term projects that require highly skilled workers with experience in different types of annotations, this model is the best blend of convenience and commitment.
With Great Data Comes Great Responsibility
Security is a top priority at TransPerfect. With SSAE 16 SOC 2 and ISO 27001 certified private infrastructure, your confidential data is secure and protected.
We're Proud of the Company We Keep
"Working together with DataForce and MediaNEXT gave us the confidence to create a large data set of phonetically balanced sentences and corresponding high quality audio clips to be able to train a high performance AI model with text-to-speech capabilities."
Marco Bocchio, PHD Machine Learning & Data Science Team Lead, iGenius
Success Stories
We've partnered with thousands of companies around the world. View a selection of our customer stories below to learn more about how DataForce has helped clients excel in the global marketplace.
Frequently Asked Questions
Have questions? We're here to help. Here are some of our most common queries.
Answer: DataForce provides the end-to-end human-in-the-loop (HITL) infrastructure required to train, fine-tune, and align Gen AI models. While foundational models learn from massive, raw datasets, they require structured, high-quality data to become safe, accurate, and context-aware.
We bridge this gap by offering custom data collection, high-precision annotation, supervised fine-tuning (SFT) data generation, and Reinforcement Learning from Human Feedback (RLHF). By leveraging our proprietary platform and a global network of over 1 million contributors, we transform raw text, audio, images, and video into high-fidelity training data that aligns AI models with human intent and domain-specific requirements.
Answer: Scaling AI training data without sacrificing quality is one of the biggest bottlenecks in Gen AI development. DataForce solves this through a rigorous, multi-layered quality assurance framework:
- Targeted Crowd Selection: We don't just use a generic crowd. We match your project with vetted domain experts, native speakers, or specific demographic profiles from our community of 1M+ specialists.
- Programmatic & Human Validation: Our proprietary platform utilizes automated syntax and sanity checks alongside multi-annotator consensus models and expert adjudication to resolve ambiguities.
- Continuous Feedback Loops: We continuously update annotation rubrics and offer real-time KPI tracking, ensuring that edge cases are caught early and the data perfectly reflects your model's target guidelines.
Answer: Yes. Modern Gen AI systems are increasingly multi-modal, and DataForce is uniquely built to support them. As a TransPerfect company, our heritage in global content allows us to collect and enrich data across all major modalities:
- Voice/Audio: Custom speech collection in over 200 languages, acoustic profiling, and transcription across 40+ device types.
- Image & Video: Computer vision labeling including 2D/3D bounding boxes, semantic segmentation, keypoint tracking, and video scene description.
- Text & NLP: Prompt engineering, response ranking, multi-turn dialogue creation, and cross-lingual localization.
Our unified platform handles complex, cross-modal datasets (e.g., matching a video clip to an appropriate text description or voice-over) seamlessly.
Answer: An AI model is only as unbiased as the data it trains on. DataForce actively mitigates algorithmic bias by sourcing highly diverse datasets that reflect a global footprint across ethnicities, genders, age groups, and regions.
Additionally, we deploy specialized "red-teaming" and content moderation teams to identify toxic, harmful, or legally sensitive outputs during the RLHF phase. We help establish strict ethical guardrails, ensuring your LLM or generative system is culturally respectful, compliant, and safe for public or enterprise deployment.
Answer: Data security and IP protection are critical when training proprietary enterprise models. DataForce operates under TransPerfect’s highly secure, certified private infrastructure. Our compliance and security protocols include:
- Certifications: ISO 27001, ISO 9001, SOC 2 Type II, and HIPAA compliance.
- Privacy Guardrails: Full GDPR compliance and automated, machine-learning-powered preprocessing to anonymize personally identifiable information (PII) before it ever reaches an annotator.
- Secure Delivery Models: Depending on your security risk profile, we offer flexible work environments—ranging from secure remote worker cloud-routing to dedicated, on-premise secure facilities staffed by vetted, NDA-bound specialists.
Let's work together!
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