From raw data to production-ready training sets โ every tool you need to build, evaluate, and improve AI systems.
Human-in-the-loop annotation across every modality. Images, video, text, audio, and 3D point clouds with pixel-perfect accuracy.
Preference data, safety evaluations, and instruction-following assessments from domain experts who understand model behavior.
Custom evaluation frameworks with expert human judges. Go beyond automated metrics to measure real-world performance.
AI-generated training data validated by human experts. Scale your datasets while maintaining quality and diversity.
Dataset cleaning, deduplication, and quality control. Transform noisy data into clean, consistent training corpora.
RESTful APIs, Python SDK, and native integrations with your ML pipeline. Programmatic access to all platform capabilities.
Our labeling platform combines intelligent tooling with expert human annotators to deliver high-quality labels across every data type your models need.
Generate the preference data your alignment team needs. Our expert annotators provide nuanced, multi-dimensional feedback with detailed rationales.
Standard benchmarks don't capture real-world performance. Our custom evaluation frameworks use expert human judges to assess the capabilities that matter most to your users.
Our hybrid generation pipeline combines state-of-the-art AI models with rigorous human validation to produce training data that's diverse, accurate, and bias-aware.
Garbage in, garbage out. Our curation pipeline identifies and resolves data quality issues before they corrupt your training runs โ saving compute, time, and money.
Security, scalability, and integrations designed for production ML workflows.
SOC 2 Type II, HIPAA, GDPR compliant. End-to-end encryption, VPC peering, and dedicated infrastructure options.
Process millions of labels per day. Auto-scaling workforce allocation and intelligent task routing for optimal throughput.
Connect with AWS S3, GCS, Azure Blob, Snowflake, Databricks, and your existing ML pipeline tools.
Live dashboards showing project progress, quality metrics, annotator performance, and cost tracking.
Pre-labeling with your models or ours. Human annotators verify and correct, reducing time-to-delivery by 60%.
Assign dedicated annotator cohorts trained on your specific guidelines. Consistent quality across long-running projects.
Schedule a personalized demo with our solutions team to explore how AnnotRift fits your data needs.
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