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The continuous AI operations platform for computer vision teams. Prevent drift, scale faster, and keep your models production-ready.

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ENGINEERING & RESEARCH

Field Reports & Insights

Field Reports
& Insights

Deep dives into computer vision, data operations, and the future of AI infrastructure.

All TransmissionsData DiariesLab NotesThe LexData Labs Files
AI’s Last-Mile Problem — Why Great Models Underperform in Operations
The LexData Labs Files

AI’s Last-Mile Problem — Why Great Models Underperform in Operations

85% of AI projects fail. LexData Labs’ four-part framework helps close AI’s “last-mile” gap, moving models from pilots to production with real ROI.

Data on Demand: Engineering Synthetic Data to Improve Model Performance
The LexData Labs Files

Data on Demand: Engineering Synthetic Data to Improve Model Performance

Breaking the AI Data Bottleneck: Filling in the Gaps with Artificially Created Data

The True Cost of Artificial Intelligence
The LexData Labs Files

The True Cost of Artificial Intelligence

As datacenter production gets automated, the cost of intelligence should eventually converge to near the cost of electricity.” — Sam Altman, The Gentle Singularity‍…

Unlocking the Power of Dark Data
The LexData Labs Files

Unlocking the Power of Dark Data

Why unused information is costing money, creating risk, and adding to carbon footprints

AI Total Cost of Ownership (TCO): The Hidden Cost of Inference
The LexData Labs Files

AI Total Cost of Ownership (TCO): The Hidden Cost of Inference

AI inference drives up to 90% of costs. LexData Labs cuts TCO by 68% with model right-sizing, automation, and edge deployments.

Building a Data Refinery: From Raw Data to High-Octane AI Fuel
The LexData Labs Files

Building a Data Refinery: From Raw Data to High-Octane AI Fuel

Transforming messy, unstructured data into AI-ready fuel for smarter, safer and more profitable AI

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