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LinkedAI
End-to-end AI training data platform for faster, smarter computer vision models
About LinkedAI
LinkedAI is a comprehensive AI training data platform designed to accelerate computer vision and machine learning projects. The platform provides advanced annotation tools, scalable human-in-the-loop services, and robust automation capabilities within a unified ecosystem. LinkedAI enables organizations to manage the complete lifecycle of training data—from collection and labeling to quality assurance and deployment—reducing time-to-model and improving AI accuracy. The platform's intelligent annotation interface supports multiple data types including images, video frames, and 3D data, with specialized tools for bounding boxes, semantic segmentation, instance segmentation, and polygon annotation. By integrating LinkedAI with AiDOOS, enterprises gain enterprise-grade governance, seamless workflow orchestration, and optimized resource allocation across distributed annotation teams. AiDOOS enhances LinkedAI's scalability through managed compute resources, enabling rapid deployment of annotation workloads while maintaining cost efficiency and quality standards.
Challenges It Solves
- Manual annotation processes are slow, expensive, and inconsistent across large datasets
- Scaling human annotation teams creates quality control and management bottlenecks
- Lack of integrated tools forces teams to manage multiple disconnected platforms
- Poor data labeling quality leads to model bias and reduced AI performance
- Limited automation capabilities result in prolonged time-to-production for AI projects
Use Cases
Autonomous Vehicle Development
Accelerate self-driving car projects by efficiently annotating road scenes, pedestrians, vehicles, and obstacles at scale. LinkedAI's specialized 3D and multi-frame annotation tools streamline the creation of diverse, high-quality datasets required for perception model training.
Medical Image Analysis
Build accurate diagnostic AI models by leveraging LinkedAI's precision annotation tools for radiology, pathology, and clinical imaging. The platform's quality assurance framework ensures diagnostic accuracy through multi-expert consensus workflows.
Retail & E-commerce
Enable visual search and product recognition by annotating product images, shelf layouts, and inventory data. LinkedAI's automation reduces manual tagging effort while maintaining catalog consistency across thousands of SKUs.
Industrial Quality Control
Train defect detection models faster by annotating manufacturing images and sensor data. LinkedAI's human-in-the-loop approach combines automated anomaly detection with expert verification for reliable quality assurance datasets.
Document Processing & OCR
Build document understanding models by annotating invoices, forms, and receipts. LinkedAI supports text region annotation, field-level labeling, and structured data extraction for enterprise document AI applications.
Pricing
Pricing available on request
LinkedAI pricing is customized based on your team size, integrations, and requirements. AiDOOS will get you a scoped proposal — for free.
Key Features
Multi-format labeling with specialized computer vision tools
Support for bounding boxes, segmentation, 3D annotation, polygon markingScalable annotation workforce with quality assurance
Access to vetted annotators with real-time quality monitoring and feedbackAI-powered pre-labeling and quality validation
Reduce manual annotation effort by 40-60% with automated suggestionsCentralized platform for all training data workflows
Single source of truth for datasets, annotations, and versioningBuilt-in consensus and validation mechanisms
Ensure annotation consistency with automated QA checks and expert reviewSeamless integration with ML pipelines and tools
Direct connectivity to TensorFlow, PyTorch, and popular ML frameworksReviews
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Enterprise Readiness
Integrations
8 total appsDirect export of annotated datasets in TensorFlow-compatible formats for seamless model training
Native integration with PyTorch data loaders for efficient training pipeline integration
Built-in connectors for managing datasets and launching training jobs directly from LinkedAI
Streamlined workflow for uploading annotated data and training AutoML models
Integrated data management and model training capabilities through Azure ML services
Export datasets in standard formats compatible with Hugging Face model hub and transformers library
Version control integration for tracking dataset changes and annotation updates alongside code
Notifications and project updates delivered to team channels for collaborative workflow management
AiDOOS Managed Deployment
Deploy LinkedAI in
AiDOOS handles setup, CRM integration, SSO config, and user provisioning. Your team goes live — not your IT department.
Prerequisites
Configuration Options
A Virtual Delivery Center for LinkedAI
Pre-vetted experts and AI agents in the loop, assembled as a delivery pod. Pay in Delivery Units — universal pricing across roles, seniority, and tech stacks. No hiring, no contracting, no procurement cycle.
- Plans from $2,000 — Starter Pack, 10 Delivery Units, 90 days
- Refundable on unused Delivery Units, anytime — no questions asked
- Re-delivery guarantee on acceptance miss
- Pre-flight delivery sizing — you see the plan before you commit
How a Virtual Delivery Center delivers LinkedAI
Outcome-based delivery via AiDOOS’s VDC model. Why VDC vs traditional consulting? →
Outcome-Based
Pay for results, not hours
Milestone-Driven
Clear deliverables at each phase
Expert Network
Access to certified specialists