Four core modules working together. A complete pipeline from raw data to training-ready datasets.
A full-featured visual annotation interface designed for large-scale annotation scenarios. Supports image, text, audio, video, and more. Rich keyboard shortcuts and assistive features built in.
Efficient multi-source data collection and cleaning. Supports web scraping, API integration, and batch file import. Auto deduplication, format normalization, and initial quality screening.
Hybrid QC combining rule engines and pre-trained models. Triple cross-validation with strict quality gates. Auto-detects anomalies, boundary errors, and consistency issues. 99.5% accuracy.
Flexible data export and standardized delivery. One-click export to JSON, CSV, COCO, TFRecord and more. Built-in delivery quality verification and version management.
Covering the full agent development and model training pipeline. Results-driven, with you every step.
Deep dive into your business scenarios and goals. Map out functional requirements, data needs, and performance targets. Deliver a Requirements Report and Technical Feasibility Plan.
Design model architecture and algorithm approach. Define training data specs, annotation strategy, and evaluation criteria. Build a detailed technical roadmap with milestones.
High-quality data preparation through our platform. In-house team controls annotation quality and data specs throughout. Iterative training with real-time metric monitoring.
Optimized compute scheduling with pay-per-effect billing. No results, no charge. Up to 40-60% cost reduction vs. traditional GPU rental.
Deliver final results against agreed performance benchmarks. Complete training report, model evaluation data, and deployment docs. Ongoing post-launch tracking.
TLS 1.3 encryption · AES-256 at rest · Private deployment · SOC 2 prep
Distributed architecture · CDN acceleration · Millisecond API response · Billion-scale datasets
99.95% SLA · Multi-region disaster recovery · Auto failover · Zero-downtime upgrades
Multi-language UI · Cross-border data compliance · Global node deployment
Our technical consultants will provide a tailored solution based on your specific use case.