Build smarter AI models with context-sensitive, bias-free text data labeling services
...it’s all about results
AI applications operate on the patterns learned from structured training data, but real-world data often defies these patterns. Imagine your sentiment analysis model confidently labeling "Oh great, just what I needed" as a positive review, missing the sarcasm entirely. Or a chatbot responding to this customer comment with “I am glad you had a good experience”!
That’s where our text annotation services make a difference. By capturing nuances that automated text annotation systems simply can’t, we ensure your AI models are prepared for the unpredictable nature of real-world data.
We provide a hybrid text annotation workflow that combines AI-powered pre-annotation with domain specialists who validate and refine the results, ensuring reliable, high-quality data for your AI models—on time and within budget.
We provide a hybrid text annotation workflow that combines AI-powered pre-annotation with domain specialists who validate and refine the results, ensuring reliable, high-quality data for your AI models—on time and within budget.
We provide a hybrid text annotation workflow that combines AI-powered pre-annotation with domain specialists who validate and refine the results, ensuring reliable, high-quality data for your AI models—on time and within budget.
We provide a hybrid text annotation workflow that combines AI-powered pre-annotation with domain specialists who validate and refine the results, ensuring reliable, high-quality data for your AI models—on time and within budget.
Don't compromise on data security while outsourcing—choose a partner who prioritizes it as much as you do. Our commitment to data protection is backed by internationally recognized certifications, including ISO/IEC 27001:2022 for information security management and ISO 9001:2015 for quality management. We comply with key regulations such as HIPAA, GDPR, CCPA, DORA, SOX, and PCI, ensuring your data remains protected at every level. As a CMMI Maturity Level 3 company, we uphold the highest standards in process and security to keep your data confidential.
Fraud detection, streamlining risk assessments, automating compliance checks, and enhancing financial analysis.
Sentiment analysis and product categorization to optimize recommendation engines, enhance customer satisfaction, and boost sales conversions.
Automation of property classification, streamlining client interactions, and enhancing AI models for property valuation and customer sentiment analysis.
Improved customer experience through better chatbot support, personalized recommendations, and sentiment analysis for feedback management.
Diagnosis support, drug discovery, patient risk assessment, and automating clinical decision-making.
Automating claims validation, streamlining revenue cycle management, and optimizing customer support models for faster response times.
Legal text analysis, contract review automation, compliance risks identification, and legal research.
Content moderation, sentiment analysis, trend detection, targeted advertising, and enhancing user engagement strategies.
AI models often inherit and perpetuate biases present in the data they are trained on, especially if diversity-related disparities are introduced during data collection. This could lead to inaccurate predictions, unfair decisions, and reputational risks. The bigger challenge- automated text annotation tools usually lack the contextual adaptability required to weed this bias out of the training data.
Our domain specialists bring human judgment into the annotation process to ensure that such hidden biases are identified and eliminated. They are trained to identify and flag:
Gender and demographic biases in language
Cultural assumptions and stereotypes
Regional and dialectal variations
Context-specific sensitivities
Implicit bias in terminology
Socioeconomic indicators
Our team of over 120 annotators can work with any text data labeling tool, including proprietary systems. We support AI text annotation, semantic tagging, and entity recognition annotation across multiple formats, from PDFs to complex data structures, ensuring that outputs are generated in the custom formats you prefer.
We don’t just follow a one-size-fits-all approach. We develop custom annotation workflows aligned with your project goals. Whether you use proprietary text annotation platforms, APIs, or custom software, we adapt to your requirements. We also provide you with direct access to our annotation progress, allowing for real-time adjustments and collaborative fine-tuning to meet your evolving needs.
Get the most out of your AI initiatives with our human-in-the-loop text annotation services. See the difference we can make with a free sample of text data labeling.
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