🚀 Free Pilot Program
We work hands-on with your team to build your first workflows—completely free. 4-week pilot • Your data stays in your VPC
Use ContextOS to orchestrate multi-agent validation, connect your ML models, and maintain quality across annotation pipelines—all without migrating your existing tools.
Connect existing annotation platforms
Build agent workflows for validation & routing
Integrate your CV/ML models seamlessly
Full lineage and audit trails
Quick overview. Learn more on the platform page →
Connect your data sources and annotation tools
Define ontology and quality rules
Build agent workflows for QA & validation
Deploy and monitor at scale
Build, connect, and orchestrate your data annotation infrastructure
Connect to your existing annotation platforms, databases, and storage—no migration required. ContextOS orchestrates context across all sources.
Define entity schemas and relationships once. Agents automatically understand structure, enforce consistency, and propagate changes across your pipeline.
Build multi-agent workflows that validate annotations, flag issues, route edge cases to experts, and continuously improve quality thresholds.
Surface only relevant examples, guidelines, and history for each task—reducing cognitive load and speeding up annotation without sacrificing quality.
Plug in your CV models, active learning loops, or pre-annotation services. ContextOS handles context routing, versioning, and feedback loops.
Track quality, throughput, and costs with full lineage. Every annotation decision is traceable, auditable, and replayable.
Object detection, segmentation, classification—connect your CV models and orchestrate multi-stage validation workflows.
Entity extraction, classification, linking across sources—use agents to enforce schema consistency and resolve conflicts.
NER, sentiment, summarization—route ambiguous cases to experts while agents handle straightforward validation.
Start your free pilot and work with our team to build agent-powered QA workflows on your data
Start Free Pilot